@inproceedings{DBLP:conf/iclr/AchilleRS19,
  author    = {Alessandro Achille and
               Matteo Rovere and
               Stefano Soatto},
  title     = {Critical Learning Periods in Deep Networks},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=BkeStsCcKQ},
  timestamp = {Thu, 25 Jul 2019 13:03:15 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/AchilleRS19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/AgustssonSTG19,
  author    = {Eirikur Agustsson and
               Alexander Sage and
               Radu Timofte and
               Luc Van Gool},
  title     = {Optimal Transport Maps For Distribution Preserving Operations on Latent
               Spaces of Generative Models},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=BklCusRct7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/AgustssonSTG19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/AhnLKK19,
  author    = {Daehyun Ahn and
               Dongsoo Lee and
               Taesu Kim and
               Jae{-}Joon Kim},
  title     = {Double Viterbi: Weight Encoding for High Compression Ratio and Fast
               On-Chip Reconstruction for Deep Neural Network},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HkfYOoCcYX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/AhnLKK19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/AksanH19,
  author    = {Emre Aksan and
               Otmar Hilliges},
  title     = {{STCN:} Stochastic Temporal Convolutional Networks},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HkzSQhCcK7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/AksanH19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/AlaifariAG19,
  author    = {Rima Alaifari and
               Giovanni S. Alberti and
               Tandri Gauksson},
  title     = {ADef: an Iterative Algorithm to Construct Adversarial Deformations},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=Hk4dFjR5K7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/AlaifariAG19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/AlauxGCJ19,
  author    = {Jean Alaux and
               Edouard Grave and
               Marco Cuturi and
               Armand Joulin},
  title     = {Unsupervised Hyper-alignment for Multilingual Word Embeddings},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HJe62s09tX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/AlauxGCJ19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/AlizadehFLG19,
  author    = {Milad Alizadeh and
               Javier Fern{\'{a}}ndez{-}Marqu{\'{e}}s and
               Nicholas D. Lane and
               Yarin Gal},
  title     = {An Empirical study of Binary Neural Networks' Optimisation},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=rJfUCoR5KX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/AlizadehFLG19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/AljundiRT19,
  author    = {Rahaf Aljundi and
               Marcus Rohrbach and
               Tinne Tuytelaars},
  title     = {Selfless Sequential Learning},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=Bkxbrn0cYX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/AljundiRT19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/AlonBLY19,
  author    = {Uri Alon and
               Shaked Brody and
               Omer Levy and
               Eran Yahav},
  title     = {code2seq: Generating Sequences from Structured Representations of
               Code},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=H1gKYo09tX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/AlonBLY19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/AmizadehMW19,
  author    = {Saeed Amizadeh and
               Sergiy Matusevych and
               Markus Weimer},
  title     = {Learning To Solve Circuit-SAT: An Unsupervised Differentiable Approach},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=BJxgz2R9t7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/AmizadehMW19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/Andreas19,
  author    = {Jacob Andreas},
  title     = {Measuring Compositionality in Representation Learning},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HJz05o0qK7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/Andreas19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/AntoniouES19,
  author    = {Antreas Antoniou and
               Harrison Edwards and
               Amos J. Storkey},
  title     = {How to train your {MAML}},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HJGven05Y7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/AntoniouES19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/ArdakaniJSMG19,
  author    = {Arash Ardakani and
               Zhengyun Ji and
               Sean C. Smithson and
               Brett H. Meyer and
               Warren J. Gross},
  title     = {Learning Recurrent Binary/Ternary Weights},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HkNGYjR9FX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/ArdakaniJSMG19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/ArdizzoneKRK19,
  author    = {Lynton Ardizzone and
               Jakob Kruse and
               Carsten Rother and
               Ullrich K{\"{o}}the},
  title     = {Analyzing Inverse Problems with Invertible Neural Networks},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=rJed6j0cKX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/ArdizzoneKRK19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/AroraCGH19,
  author    = {Sanjeev Arora and
               Nadav Cohen and
               Noah Golowich and
               Wei Hu},
  title     = {A Convergence Analysis of Gradient Descent for Deep Linear Neural
               Networks},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=SkMQg3C5K7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/AroraCGH19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/AroraLL19,
  author    = {Sanjeev Arora and
               Zhiyuan Li and
               Kaifeng Lyu},
  title     = {Theoretical Analysis of Auto Rate-Tuning by Batch Normalization},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=rkxQ-nA9FX},
  timestamp = {Mon, 25 Nov 2019 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/iclr/AroraLL19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/AtanovASVW19,
  author    = {Andrei Atanov and
               Arsenii Ashukha and
               Kirill Struminsky and
               Dmitry P. Vetrov and
               Max Welling},
  title     = {The Deep Weight Prior},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=ByGuynAct7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/AtanovASVW19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/AtharBL19,
  author    = {ShahRukh Athar and
               Evgeny Burnaev and
               Victor S. Lempitsky},
  title     = {Latent Convolutional Models},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HJGciiR5Y7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/AtharBL19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/AthiwaratkunFIW19,
  author    = {Ben Athiwaratkun and
               Marc Finzi and
               Pavel Izmailov and
               Andrew Gordon Wilson},
  title     = {There Are Many Consistent Explanations of Unlabeled Data: Why You
               Should Average},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=rkgKBhA5Y7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/AthiwaratkunFIW19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/AzadiODGO19,
  author    = {Samaneh Azadi and
               Catherine Olsson and
               Trevor Darrell and
               Ian J. Goodfellow and
               Augustus Odena},
  title     = {Discriminator Rejection Sampling},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=S1GkToR5tm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/AzadiODGO19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/Azizzadenesheli19,
  author    = {Kamyar Azizzadenesheli and
               Anqi Liu and
               Fanny Yang and
               Animashree Anandkumar},
  title     = {Regularized Learning for Domain Adaptation under Label Shifts},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=rJl0r3R9KX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/Azizzadenesheli19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/BaevskiA19,
  author    = {Alexei Baevski and
               Michael Auli},
  title     = {Adaptive Input Representations for Neural Language Modeling},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=ByxZX20qFQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/BaevskiA19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/BahdanauHLHHKG19,
  author    = {Dzmitry Bahdanau and
               Felix Hill and
               Jan Leike and
               Edward Hughes and
               Seyed Arian Hosseini and
               Pushmeet Kohli and
               Edward Grefenstette},
  title     = {Learning to Understand Goal Specifications by Modelling Reward},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=H1xsSjC9Ym},
  timestamp = {Fri, 09 Oct 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/BahdanauHLHHKG19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/BahdanauMNNVC19,
  author    = {Dzmitry Bahdanau and
               Shikhar Murty and
               Michael Noukhovitch and
               Thien Huu Nguyen and
               Harm de Vries and
               Aaron C. Courville},
  title     = {Systematic Generalization: What Is Required and Can It Be Learned?},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HkezXnA9YX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/BahdanauMNNVC19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/BaiJS19,
  author    = {Yu Bai and
               Qijia Jiang and
               Ju Sun},
  title     = {Subgradient Descent Learns Orthogonal Dictionaries},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HklSf3CqKm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/BaiJS19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/BaiKK19,
  author    = {Shaojie Bai and
               J. Zico Kolter and
               Vladlen Koltun},
  title     = {Trellis Networks for Sequence Modeling},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HyeVtoRqtQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/BaiKK19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/BaiMR19,
  author    = {Yu Bai and
               Tengyu Ma and
               Andrej Risteski},
  title     = {Approximability of Discriminators Implies Diversity in GANs},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=rJfW5oA5KQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/BaiMR19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/BaiWL19,
  author    = {Yu Bai and
               Yu{-}Xiang Wang and
               Edo Liberty},
  title     = {ProxQuant: Quantized Neural Networks via Proximal Operators},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HyzMyhCcK7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/BaiWL19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/BaktashmotlaghF19,
  author    = {Mahsa Baktashmotlagh and
               Masoud Faraki and
               Tom Drummond and
               Mathieu Salzmann},
  title     = {Learning Factorized Representations for Open-Set Domain Adaptation},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=SJe3HiC5KX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/BaktashmotlaghF19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/BalestrieroB19,
  author    = {Randall Balestriero and
               Richard G. Baraniuk},
  title     = {From Hard to Soft: Understanding Deep Network Nonlinearities via Vector
               Quantization and Statistical Inference},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=Syxt2jC5FX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/BalestrieroB19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/BalleJM19,
  author    = {Johannes Ball{\'{e}} and
               Nick Johnston and
               David Minnen},
  title     = {Integer Networks for Data Compression with Latent-Variable Models},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=S1zz2i0cY7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/BalleJM19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/BauBSDDG19,
  author    = {Anthony Bau and
               Yonatan Belinkov and
               Hassan Sajjad and
               Nadir Durrani and
               Fahim Dalvi and
               James R. Glass},
  title     = {Identifying and Controlling Important Neurons in Neural Machine Translation},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=H1z-PsR5KX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/BauBSDDG19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/BauZSZTFT19,
  author    = {David Bau and
               Jun{-}Yan Zhu and
               Hendrik Strobelt and
               Bolei Zhou and
               Joshua B. Tenenbaum and
               William T. Freeman and
               Antonio Torralba},
  title     = {{GAN} Dissection: Visualizing and Understanding Generative Adversarial
               Networks},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=Hyg\_X2C5FX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/BauZSZTFT19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/BaykalLGFR19,
  author    = {Cenk Baykal and
               Lucas Liebenwein and
               Igor Gilitschenski and
               Dan Feldman and
               Daniela Rus},
  title     = {Data-Dependent Coresets for Compressing Neural Networks with Applications
               to Generalization Bounds},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HJfwJ2A5KX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/BaykalLGFR19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/BecigneulG19,
  author    = {Gary B{\'{e}}cigneul and
               Octavian{-}Eugen Ganea},
  title     = {Riemannian Adaptive Optimization Methods},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=r1eiqi09K7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/BecigneulG19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/BenjaminRK19,
  author    = {Ari S. Benjamin and
               David Rolnick and
               Konrad P. K{\"{o}}rding},
  title     = {Measuring and regularizing networks in function space},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=SkMwpiR9Y7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/BenjaminRK19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/BeplerB19,
  author    = {Tristan Bepler and
               Bonnie Berger},
  title     = {Learning protein sequence embeddings using information from structure},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=SygLehCqtm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/BeplerB19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/BernsteinZAA19,
  author    = {Jeremy Bernstein and
               Jiawei Zhao and
               Kamyar Azizzadenesheli and
               Anima Anandkumar},
  title     = {signSGD with Majority Vote is Communication Efficient and Fault Tolerant},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=BJxhijAcY7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/BernsteinZAA19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/BerradaZK19,
  author    = {Leonard Berrada and
               Andrew Zisserman and
               M. Pawan Kumar},
  title     = {Deep Frank-Wolfe For Neural Network Optimization},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=SyVU6s05K7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/BerradaZK19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/BerthelotRRG19,
  author    = {David Berthelot and
               Colin Raffel and
               Aurko Roy and
               Ian J. Goodfellow},
  title     = {Understanding and Improving Interpolation in Autoencoders via an Adversarial
               Regularizer},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=S1fQSiCcYm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/BerthelotRRG19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/BertinettoHTV19,
  author    = {Luca Bertinetto and
               Jo{\~{a}}o F. Henriques and
               Philip H. S. Torr and
               Andrea Vedaldi},
  title     = {Meta-learning with differentiable closed-form solvers},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HyxnZh0ct7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/BertinettoHTV19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/BhattacharyyaFS19,
  author    = {Apratim Bhattacharyya and
               Mario Fritz and
               Bernt Schiele},
  title     = {Bayesian Prediction of Future Street Scenes using Synthetic Likelihoods},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=rkgK3oC5Fm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/BhattacharyyaFS19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/BibiGKR19,
  author    = {Adel Bibi and
               Bernard Ghanem and
               Vladlen Koltun and
               Ren{\'{e}} Ranftl},
  title     = {Deep Layers as Stochastic Solvers},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=ryxxCiRqYX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/BibiGKR19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/BorsaBQMHMSS19,
  author    = {Diana Borsa and
               Andr{\'{e}} Barreto and
               John Quan and
               Daniel J. Mankowitz and
               Hado van Hasselt and
               R{\'{e}}mi Munos and
               David Silver and
               Tom Schaul},
  title     = {Universal Successor Features Approximators},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=S1VWjiRcKX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/BorsaBQMHMSS19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/BradshawKPSH19,
  author    = {John Bradshaw and
               Matt J. Kusner and
               Brooks Paige and
               Marwin H. S. Segler and
               Jos{\'{e}} Miguel Hern{\'{a}}ndez{-}Lobato},
  title     = {A Generative Model For Electron Paths},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=r1x4BnCqKX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/BradshawKPSH19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/BrendelB19,
  author    = {Wieland Brendel and
               Matthias Bethge},
  title     = {Approximating CNNs with Bag-of-local-Features models works surprisingly
               well on ImageNet},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=SkfMWhAqYQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/BrendelB19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/BrockDS19,
  author    = {Andrew Brock and
               Jeff Donahue and
               Karen Simonyan},
  title     = {Large Scale {GAN} Training for High Fidelity Natural Image Synthesis},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=B1xsqj09Fm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/BrockDS19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/BrockschmidtAGP19,
  author    = {Marc Brockschmidt and
               Miltiadis Allamanis and
               Alexander L. Gaunt and
               Oleksandr Polozov},
  title     = {Generative Code Modeling with Graphs},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=Bke4KsA5FX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/BrockschmidtAGP19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/BuesingWZHRGL19,
  author    = {Lars Buesing and
               Theophane Weber and
               Yori Zwols and
               Nicolas Heess and
               S{\'{e}}bastien Racani{\`{e}}re and
               Arthur Guez and
               Jean{-}Baptiste Lespiau},
  title     = {Woulda, Coulda, Shoulda: Counterfactually-Guided Policy Search},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=BJG0voC9YQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/BuesingWZHRGL19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/BurdaEPSDE19,
  author    = {Yuri Burda and
               Harrison Edwards and
               Deepak Pathak and
               Amos J. Storkey and
               Trevor Darrell and
               Alexei A. Efros},
  title     = {Large-Scale Study of Curiosity-Driven Learning},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=rJNwDjAqYX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/BurdaEPSDE19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/BurdaESK19,
  author    = {Yuri Burda and
               Harrison Edwards and
               Amos J. Storkey and
               Oleg Klimov},
  title     = {Exploration by random network distillation},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=H1lJJnR5Ym},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/BurdaESK19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/CaiZH19,
  author    = {Han Cai and
               Ligeng Zhu and
               Song Han},
  title     = {ProxylessNAS: Direct Neural Architecture Search on Target Task and
               Hardware},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HylVB3AqYm},
  timestamp = {Tue, 24 Nov 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/iclr/CaiZH19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/CaoWK19,
  author    = {Shengcao Cao and
               Xiaofang Wang and
               Kris M. Kitani},
  title     = {Learnable Embedding Space for Efficient Neural Architecture Compression},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=S1xLN3C9YX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/CaoWK19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/CaoXKW19,
  author    = {Peng Cao and
               Yilun Xu and
               Yuqing Kong and
               Yizhou Wang},
  title     = {Max-MIG: an Information Theoretic Approach for Joint Learning from
               Crowds},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=BJg9DoR9t7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/CaoXKW19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/CavaSTSM19,
  author    = {William G. La Cava and
               Tilak Raj Singh and
               James Taggart and
               Srinivas Suri and
               Jason H. Moore},
  title     = {Learning concise representations for regression by evolving networks
               of trees},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=Hke-JhA9Y7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/CavaSTSM19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/ChangCGD19,
  author    = {Chun{-}Hao Chang and
               Elliot Creager and
               Anna Goldenberg and
               David Duvenaud},
  title     = {Explaining Image Classifiers by Counterfactual Generation},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=B1MXz20cYQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/ChangCGD19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/ChangCHC19,
  author    = {Bo Chang and
               Minmin Chen and
               Eldad Haber and
               Ed H. Chi},
  title     = {AntisymmetricRNN: {A} Dynamical System View on Recurrent Neural Networks},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=ryxepo0cFX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/ChangCHC19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/ChangGLG19,
  author    = {Michael Chang and
               Abhishek Gupta and
               Sergey Levine and
               Thomas L. Griffiths},
  title     = {Automatically Composing Representation Transformations as a Means
               for Generalization},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=B1ffQnRcKX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/ChangGLG19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/ChangLYP19,
  author    = {Wei{-}Cheng Chang and
               Chun{-}Liang Li and
               Yiming Yang and
               Barnab{\'{a}}s P{\'{o}}czos},
  title     = {Kernel Change-point Detection with Auxiliary Deep Generative Models},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=r1GbfhRqF7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/ChangLYP19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/ChaudhryRRE19,
  author    = {Arslan Chaudhry and
               Marc'Aurelio Ranzato and
               Marcus Rohrbach and
               Mohamed Elhoseiny},
  title     = {Efficient Lifelong Learning with {A-GEM}},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=Hkf2\_sC5FX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/ChaudhryRRE19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/ChelombievHO19,
  author    = {Ivan Chelombiev and
               Conor J. Houghton and
               Cian O'Donnell},
  title     = {Adaptive Estimators Show Information Compression in Deep Neural Networks},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=SkeZisA5t7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/ChelombievHO19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/ChenASBRZWCTLGO19,
  author    = {Yutian Chen and
               Yannis M. Assael and
               Brendan Shillingford and
               David Budden and
               Scott E. Reed and
               Heiga Zen and
               Quan Wang and
               Luis C. Cobo and
               Andrew Trask and
               Ben Laurie and
               {\c{C}}aglar G{\"{u}}l{\c{c}}ehre and
               A{\"{a}}ron van den Oord and
               Oriol Vinyals and
               Nando de Freitas},
  title     = {Sample Efficient Adaptive Text-to-Speech},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=rkzjUoAcFX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/ChenASBRZWCTLGO19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/ChenCDPW19,
  author    = {Yi Chen and
               Jinglin Chen and
               Jing Dong and
               Jian Peng and
               Zhaoran Wang},
  title     = {Accelerating Nonconvex Learning via Replica Exchange Langevin diffusion},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=SJfPFjA9Fm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/ChenCDPW19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/ChenFMSF19,
  author    = {Chun{-}Fu (Richard) Chen and
               Quanfu Fan and
               Neil Mallinar and
               Tom Sercu and
               Rog{\'{e}}rio Schmidt Feris},
  title     = {Big-Little Net: An Efficient Multi-Scale Feature Representation for
               Visual and Speech Recognition},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HJMHpjC9Ym},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/ChenFMSF19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/ChenGG19,
  author    = {Tao Chen and
               Saurabh Gupta and
               Abhinav Gupta},
  title     = {Learning Exploration Policies for Navigation},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=SyMWn05F7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/ChenGG19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/ChenLB19,
  author    = {Zhengdao Chen and
               Lisha Li and
               Joan Bruna},
  title     = {Supervised Community Detection with Line Graph Neural Networks},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=H1g0Z3A9Fm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/ChenLB19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/ChenLHG19,
  author    = {Ting Chen and
               Mario Lucic and
               Neil Houlsby and
               Sylvain Gelly},
  title     = {On Self Modulation for Generative Adversarial Networks},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=Hkl5aoR5tm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/ChenLHG19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/ChenLKWH19,
  author    = {Wei{-}Yu Chen and
               Yen{-}Cheng Liu and
               Zsolt Kira and
               Yu{-}Chiang Frank Wang and
               Jia{-}Bin Huang},
  title     = {A Closer Look at Few-shot Classification},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HkxLXnAcFQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/ChenLKWH19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/ChenLS19,
  author    = {Xinyun Chen and
               Chang Liu and
               Dawn Song},
  title     = {Execution-Guided Neural Program Synthesis},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=H1gfOiAqYm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/ChenLS19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/ChenLSH19,
  author    = {Xiangyi Chen and
               Sijia Liu and
               Ruoyu Sun and
               Mingyi Hong},
  title     = {On the Convergence of {A} Class of Adam-Type Algorithms for Non-Convex
               Optimization},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=H1x-x309tm},
  timestamp = {Thu, 03 Sep 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/ChenLSH19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/ChenSKLH19,
  author    = {Patrick H. Chen and
               Si Si and
               Sanjiv Kumar and
               Yang Li and
               Cho{-}Jui Hsieh},
  title     = {Learning to Screen for Fast Softmax Inference on Large Vocabulary
               Neural Networks},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=ByeMB3Act7},
  timestamp = {Mon, 06 Jan 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/iclr/ChenSKLH19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/ChenSWJ19,
  author    = {Jianbo Chen and
               Le Song and
               Martin J. Wainwright and
               Michael I. Jordan},
  title     = {L-Shapley and C-Shapley: Efficient Model Interpretation for Structured
               Data},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=S1E3Ko09F7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/ChenSWJ19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/ChenSZ19,
  author    = {Yize Chen and
               Yuanyuan Shi and
               Baosen Zhang},
  title     = {Optimal Control Via Neural Networks: {A} Convex Approach},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=H1MW72AcK7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/ChenSZ19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/ChenWLCPCWJ19,
  author    = {Hao{-}Yun Chen and
               Pei{-}Hsin Wang and
               Chun{-}Hao Liu and
               Shih{-}Chieh Chang and
               Jia{-}Yu Pan and
               Yu{-}Ting Chen and
               Wei Wei and
               Da{-}Cheng Juan},
  title     = {Complement Objective Training},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HyM7AiA5YX},
  timestamp = {Wed, 08 Jan 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/iclr/ChenWLCPCWJ19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/ChenYYZCY19,
  author    = {Zaiyi Chen and
               Zhuoning Yuan and
               Jinfeng Yi and
               Bowen Zhou and
               Enhong Chen and
               Tianbao Yang},
  title     = {Universal Stagewise Learning for Non-Convex Problems with Convergence
               on Averaged Solutions},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=Syx5V2CcFm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/ChenYYZCY19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/ChenZZTGZLSCC19,
  author    = {Liqun Chen and
               Yizhe Zhang and
               Ruiyi Zhang and
               Chenyang Tao and
               Zhe Gan and
               Haichao Zhang and
               Bai Li and
               Dinghan Shen and
               Changyou Chen and
               Lawrence Carin},
  title     = {Improving Sequence-to-Sequence Learning via Optimal Transport},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=S1xtAjR5tX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/ChenZZTGZLSCC19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/ChengLCZYH19,
  author    = {Minhao Cheng and
               Thong Le and
               Pin{-}Yu Chen and
               Huan Zhang and
               Jinfeng Yi and
               Cho{-}Jui Hsieh},
  title     = {Query-Efficient Hard-label Black-box Attack: An Optimization-based
               Approach},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=rJlk6iRqKX},
  timestamp = {Sat, 31 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/ChengLCZYH19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/ChengQCS19,
  author    = {Xiuyuan Cheng and
               Qiang Qiu and
               A. Robert Calderbank and
               Guillermo Sapiro},
  title     = {RotDCF: Decomposition of Convolutional Filters for Rotation-Equivariant
               Deep Networks},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=H1gTEj09FX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/ChengQCS19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/Chevalier-Boisvert19,
  author    = {Maxime Chevalier{-}Boisvert and
               Dzmitry Bahdanau and
               Salem Lahlou and
               Lucas Willems and
               Chitwan Saharia and
               Thien Huu Nguyen and
               Yoshua Bengio},
  title     = {BabyAI: {A} Platform to Study the Sample Efficiency of Grounded Language
               Learning},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=rJeXCo0cYX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/Chevalier-Boisvert19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/ChoiGMOWNL19,
  author    = {Jongwook Choi and
               Yijie Guo and
               Marcin Moczulski and
               Junhyuk Oh and
               Neal Wu and
               Mohammad Norouzi and
               Honglak Lee},
  title     = {Contingency-Aware Exploration in Reinforcement Learning},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HyxGB2AcY7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/ChoiGMOWNL19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/ChoiKHKHL19,
  author    = {Hyeong{-}Seok Choi and
               Jang{-}Hyun Kim and
               Jaesung Huh and
               Adrian Kim and
               Jung{-}Woo Ha and
               Kyogu Lee},
  title     = {Phase-Aware Speech Enhancement with Deep Complex U-Net},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=SkeRTsAcYm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/ChoiKHKHL19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/ChrysosKZ19,
  author    = {Grigorios G. Chrysos and
               Jean Kossaifi and
               Stefanos Zafeiriou},
  title     = {Robust Conditional Generative Adversarial Networks},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=Byg0DsCqYQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/ChrysosKZ19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/ChungNJW19,
  author    = {Wesley Chung and
               Somjit Nath and
               Ajin Joseph and
               Martha White},
  title     = {Two-Timescale Networks for Nonlinear Value Function Approximation},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=rJleN20qK7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/ChungNJW19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/Chvalovsky19,
  author    = {Karel Chvalovsk{\'{y}}},
  title     = {Top-Down Neural Model For Formulae},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=Byg5QhR5FQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/Chvalovsky19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/Co-ReyesGSAADAL19,
  author    = {John D. Co{-}Reyes and
               Abhishek Gupta and
               Suvansh Sanjeev and
               Nick Altieri and
               Jacob Andreas and
               John DeNero and
               Pieter Abbeel and
               Sergey Levine},
  title     = {Guiding Policies with Language via Meta-Learning},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HkgSEnA5KQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/Co-ReyesGSAADAL19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/CongZBC19,
  author    = {Yulai Cong and
               Miaoyun Zhao and
               Ke Bai and
               Lawrence Carin},
  title     = {{GO} Gradient for Expectation-Based Objectives},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=ryf6Fs09YX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/CongZBC19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/CorroT19,
  author    = {Caio Corro and
               Ivan Titov},
  title     = {Differentiable Perturb-and-Parse: Semi-Supervised Parsing with a Structured
               Variational Autoencoder},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=BJlgNh0qKQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/CorroT19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/CsordasS19,
  author    = {R{\'{o}}bert Csord{\'{a}}s and
               J{\"{u}}rgen Schmidhuber},
  title     = {Improving Differentiable Neural Computers Through Memory Masking,
               De-allocation, and Link Distribution Sharpness Control},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HyGEM3C9KQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/CsordasS19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/CuiZSJW19,
  author    = {Wanyun Cui and
               Guangyu Zheng and
               Zhiqiang Shen and
               Sihang Jiang and
               Wei Wang},
  title     = {Transfer Learning for Sequences via Learning to Collocate},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=ByldlhAqYQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/CuiZSJW19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/DaiW19,
  author    = {Bin Dai and
               David P. Wipf},
  title     = {Diagnosing and Enhancing {VAE} Models},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=B1e0X3C9tQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/DaiW19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/DaiZDZX19,
  author    = {Wei Dai and
               Yi Zhou and
               Nanqing Dong and
               Hao Zhang and
               Eric P. Xing},
  title     = {Toward Understanding the Impact of Staleness in Distributed Machine
               Learning},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=BylQV305YQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/DaiZDZX19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/DasDZM19,
  author    = {Rajarshi Das and
               Shehzaad Dhuliawala and
               Manzil Zaheer and
               Andrew McCallum},
  title     = {Multi-step Retriever-Reader Interaction for Scalable Open-domain Question
               Answering},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HkfPSh05K7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/DasDZM19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/DasMYTM19,
  author    = {Rajarshi Das and
               Tsendsuren Munkhdalai and
               Xingdi Yuan and
               Adam Trischler and
               Andrew McCallum},
  title     = {Building Dynamic Knowledge Graphs from Text using Machine Reading
               Comprehension},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=S1lhbnRqF7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/DasMYTM19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/DeeckeMB19,
  author    = {Lucas Deecke and
               Iain Murray and
               Hakan Bilen},
  title     = {Mode Normalization},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HyN-M2Rctm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/DeeckeMB19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/DehghaniGVUK19,
  author    = {Mostafa Dehghani and
               Stephan Gouws and
               Oriol Vinyals and
               Jakob Uszkoreit and
               Lukasz Kaiser},
  title     = {Universal Transformers},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HyzdRiR9Y7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/DehghaniGVUK19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/DezaJE19,
  author    = {Arturo Deza and
               Aditya Jonnalagadda and
               Miguel P. Eckstein},
  title     = {Towards Metamerism via Foveated Style Transfer},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=BJzbG20cFQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/DezaJE19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/DhamdhereSY19,
  author    = {Kedar Dhamdhere and
               Mukund Sundararajan and
               Qiqi Yan},
  title     = {How Important is a Neuron},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=SylKoo0cKm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/DhamdhereSY19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/DinanRSFAW19,
  author    = {Emily Dinan and
               Stephen Roller and
               Kurt Shuster and
               Angela Fan and
               Michael Auli and
               Jason Weston},
  title     = {Wizard of Wikipedia: Knowledge-Powered Conversational Agents},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=r1l73iRqKm},
  timestamp = {Thu, 30 Jul 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/DinanRSFAW19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/DingLJWH19,
  author    = {Gavin Weiguang Ding and
               Kry Yik Chau Lui and
               Xiaomeng Jin and
               Luyu Wang and
               Ruitong Huang},
  title     = {On the Sensitivity of Adversarial Robustness to Input Data Distributions},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=S1xNEhR9KX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/DingLJWH19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/DingLXS19,
  author    = {Yukun Ding and
               Jinglan Liu and
               Jinjun Xiong and
               Yiyu Shi},
  title     = {On the Universal Approximability and Complexity Bounds of Quantized
               ReLU Neural Networks},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=SJe9rh0cFX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/DingLXS19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/DogninMMRSS19,
  author    = {Pierre L. Dognin and
               Igor Melnyk and
               Youssef Mroueh and
               Jerret Ross and
               C{\'{\i}}cero Nogueira dos Santos and
               Tom Sercu},
  title     = {Wasserstein Barycenter Model Ensembling},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=H1g4k309F7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/DogninMMRSS19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/DonahueMP19,
  author    = {Chris Donahue and
               Julian J. McAuley and
               Miller S. Puckette},
  title     = {Adversarial Audio Synthesis},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=ByMVTsR5KQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/DonahueMP19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/DongBJLCSCZ19,
  author    = {Tiansi Dong and
               Christian Bauckhage and
               Hailong Jin and
               Juanzi Li and
               Olaf Cremers and
               Daniel Speicher and
               Armin B. Cremers and
               J{\"{o}}rg Zimmermann},
  title     = {Imposing Category Trees Onto Word-Embeddings Using {A} Geometric Construction},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=rJlWOj0qF7},
  timestamp = {Mon, 29 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/DongBJLCSCZ19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/DongMLWLZ19,
  author    = {Honghua Dong and
               Jiayuan Mao and
               Tian Lin and
               Chong Wang and
               Lihong Li and
               Denny Zhou},
  title     = {Neural Logic Machines},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=B1xY-hRctX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/DongMLWLZ19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/DuZPS19,
  author    = {Simon S. Du and
               Xiyu Zhai and
               Barnab{\'{a}}s P{\'{o}}czos and
               Aarti Singh},
  title     = {Gradient Descent Provably Optimizes Over-parameterized Neural Networks},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=S1eK3i09YQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/DuZPS19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/EckerSFFCWCRTB19,
  author    = {Alexander S. Ecker and
               Fabian H. Sinz and
               Emmanouil Froudarakis and
               Paul G. Fahey and
               Santiago A. Cadena and
               Edgar Y. Walker and
               Erick Cobos and
               Jacob Reimer and
               Andreas S. Tolias and
               Matthias Bethge},
  title     = {A rotation-equivariant convolutional neural network model of primary
               visual cortex},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=H1fU8iAqKX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/EckerSFFCWCRTB19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/EisenachYLL19,
  author    = {Carson Eisenach and
               Haichuan Yang and
               Ji Liu and
               Han Liu},
  title     = {Marginal Policy Gradients: {A} Unified Family of Estimators for Bounded
               Action Spaces with Applications},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HkgqFiAcFm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/EisenachYLL19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/ElsayedGS19,
  author    = {Gamaleldin F. Elsayed and
               Ian J. Goodfellow and
               Jascha Sohl{-}Dickstein},
  title     = {Adversarial Reprogramming of Neural Networks},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=Syx\_Ss05tm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/ElsayedGS19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/ElskenMH19,
  author    = {Thomas Elsken and
               Jan Hendrik Metzen and
               Frank Hutter},
  title     = {Efficient Multi-Objective Neural Architecture Search via Lamarckian
               Evolution},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=ByME42AqK7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/ElskenMH19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/EngelACGDR19,
  author    = {Jesse H. Engel and
               Kumar Krishna Agrawal and
               Shuo Chen and
               Ishaan Gulrajani and
               Chris Donahue and
               Adam Roberts},
  title     = {GANSynth: Adversarial Neural Audio Synthesis},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=H1xQVn09FX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/EngelACGDR19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/EysenbachGIL19,
  author    = {Benjamin Eysenbach and
               Abhishek Gupta and
               Julian Ibarz and
               Sergey Levine},
  title     = {Diversity is All You Need: Learning Skills without a Reward Function},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=SJx63jRqFm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/EysenbachGIL19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/FangZSGXZ19,
  author    = {Meng Fang and
               Cheng Zhou and
               Bei Shi and
               Boqing Gong and
               Jia Xu and
               Tong Zhang},
  title     = {{DHER:} Hindsight Experience Replay for Dynamic Goals},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=Byf5-30qFX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/FangZSGXZ19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/FarniaZT19,
  author    = {Farzan Farnia and
               Jesse M. Zhang and
               David Tse},
  title     = {Generalizable Adversarial Training via Spectral Normalization},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=Hyx4knR9Ym},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/FarniaZT19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/FarshchianGCBMS19,
  author    = {Ali Farshchian and
               Juan Alvaro Gallego and
               Joseph Paul Cohen and
               Yoshua Bengio and
               Lee E. Miller and
               Sara A. Solla},
  title     = {Adversarial Domain Adaptation for Stable Brain-Machine Interfaces},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=Hyx6Bi0qYm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/FarshchianGCBMS19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/FerdinandADN19,
  author    = {Nuwan S. Ferdinand and
               Haider Al{-}Lawati and
               Stark C. Draper and
               Matthew S. Nokleby},
  title     = {Anytime Minibatch: Exploiting Stragglers in Online Distributed Optimization},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=rkzDIiA5YQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/FerdinandADN19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/FernandesAB19,
  author    = {Patrick Fernandes and
               Miltiadis Allamanis and
               Marc Brockschmidt},
  title     = {Structured Neural Summarization},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=H1ersoRqtm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/FernandesAB19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/FlennerhagMLD19,
  author    = {Sebastian Flennerhag and
               Pablo Garcia Moreno and
               Neil D. Lawrence and
               Andreas C. Damianou},
  title     = {Transferring Knowledge across Learning Processes},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HygBZnRctX},
  timestamp = {Wed, 06 May 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/FlennerhagMLD19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/FortuinHLSR19,
  author    = {Vincent Fortuin and
               Matthias H{\"{u}}ser and
               Francesco Locatello and
               Heiko Strathmann and
               Gunnar R{\"{a}}tsch},
  title     = {{SOM-VAE:} Interpretable Discrete Representation Learning on Time
               Series},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=rygjcsR9Y7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/FortuinHLSR19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/FrandsenG19,
  author    = {Abraham Frandsen and
               Rong Ge},
  title     = {Understanding Composition of Word Embeddings via Tensor Decomposition},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=H1eqjiCctX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/FrandsenG19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/FrankleC19,
  author    = {Jonathan Frankle and
               Michael Carbin},
  title     = {The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=rJl-b3RcF7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/FrankleC19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/FrognerMS19,
  author    = {Charlie Frogner and
               Farzaneh Mirzazadeh and
               Justin Solomon},
  title     = {Learning Embeddings into Entropic Wasserstein Spaces},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=rJg4J3CqFm},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/FrognerMS19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/FuKLG19,
  author    = {Justin Fu and
               Anoop Korattikara and
               Sergey Levine and
               Sergio Guadarrama},
  title     = {From Language to Goals: Inverse Reinforcement Learning for Vision-Based
               Instruction Following},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=r1lq1hRqYQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/FuKLG19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/GalashovJHTSDCT19,
  author    = {Alexandre Galashov and
               Siddhant M. Jayakumar and
               Leonard Hasenclever and
               Dhruva Tirumala and
               Jonathan Schwarz and
               Guillaume Desjardins and
               Wojciech M. Czarnecki and
               Yee Whye Teh and
               Razvan Pascanu and
               Nicolas Heess},
  title     = {Information asymmetry in KL-regularized {RL}},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=S1lqMn05Ym},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/GalashovJHTSDCT19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/GamaRB19,
  author    = {Fernando Gama and
               Alejandro Ribeiro and
               Joan Bruna},
  title     = {Diffusion Scattering Transforms on Graphs},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=BygqBiRcFQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/GamaRB19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/GangwaniLP19,
  author    = {Tanmay Gangwani and
               Qiang Liu and
               Jian Peng},
  title     = {Learning Self-Imitating Diverse Policies},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HyxzRsR9Y7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/GangwaniLP19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/GaoHTQWL19,
  author    = {Jun Gao and
               Di He and
               Xu Tan and
               Tao Qin and
               Liwei Wang and
               Tie{-}Yan Liu},
  title     = {Representation Degeneration Problem in Training Natural Language Generation
               Models},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=SkEYojRqtm},
  timestamp = {Wed, 30 Sep 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/GaoHTQWL19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/GaoLYZ19,
  author    = {Chao Gao and
               Jiyi Liu and
               Yuan Yao and
               Weizhi Zhu},
  title     = {Robust estimation via Generative Adversarial Networks},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=BJgRDjR9tQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/GaoLYZ19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/GaoXZW19,
  author    = {Ruiqi Gao and
               Jianwen Xie and
               Song{-}Chun Zhu and
               Ying Nian Wu},
  title     = {Learning Grid Cells as Vector Representation of Self-Position Coupled
               with Matrix Representation of Self-Motion},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=Syx0Mh05YQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/GaoXZW19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/GaoZDMX19,
  author    = {Xitong Gao and
               Yiren Zhao and
               Lukasz Dudziak and
               Robert D. Mullins and
               Cheng{-}Zhong Xu},
  title     = {Dynamic Channel Pruning: Feature Boosting and Suppression},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=BJxh2j0qYm},
  timestamp = {Thu, 05 Mar 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/iclr/GaoZDMX19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/Garriga-AlonsoR19,
  author    = {Adri{\`{a}} Garriga{-}Alonso and
               Carl Edward Rasmussen and
               Laurence Aitchison},
  title     = {Deep Convolutional Networks as shallow Gaussian Processes},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=Bklfsi0cKm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/Garriga-AlonsoR19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/GeKLW19,
  author    = {Rong Ge and
               Rohith Kuditipudi and
               Zhize Li and
               Xiang Wang},
  title     = {Learning Two-layer Neural Networks with Symmetric Inputs},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=H1xipsA5K7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/GeKLW19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/GeifmanUE19,
  author    = {Yonatan Geifman and
               Guy Uziel and
               Ran El{-}Yaniv},
  title     = {Bias-Reduced Uncertainty Estimation for Deep Neural Classifiers},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=SJfb5jCqKm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/GeifmanUE19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/GeirhosRMBWB19,
  author    = {Robert Geirhos and
               Patricia Rubisch and
               Claudio Michaelis and
               Matthias Bethge and
               Felix A. Wichmann and
               Wieland Brendel},
  title     = {ImageNet-trained CNNs are biased towards texture; increasing shape
               bias improves accuracy and robustness},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=Bygh9j09KX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/GeirhosRMBWB19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/GhoshGL19,
  author    = {Dibya Ghosh and
               Abhishek Gupta and
               Sergey Levine},
  title     = {Learning Actionable Representations with Goal Conditioned Policies},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=Hye9lnCct7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/GhoshGL19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/GidelBVVL19,
  author    = {Gauthier Gidel and
               Hugo Berard and
               Ga{\"{e}}tan Vignoud and
               Pascal Vincent and
               Simon Lacoste{-}Julien},
  title     = {A Variational Inequality Perspective on Generative Adversarial Networks},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=r1laEnA5Ym},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/GidelBVVL19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/GoelB19,
  author    = {Karan Goel and
               Emma Brunskill},
  title     = {Learning Procedural Abstractions and Evaluating Discrete Latent Temporal
               Structure},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=ByleB2CcKm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/GoelB19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/GongLH19,
  author    = {Wenbo Gong and
               Yingzhen Li and
               Jos{\'{e}} Miguel Hern{\'{a}}ndez{-}Lobato},
  title     = {Meta-Learning For Stochastic Gradient {MCMC}},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HkeoOo09YX},
  timestamp = {Fri, 17 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/GongLH19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/GordonBBNT19,
  author    = {Jonathan Gordon and
               John Bronskill and
               Matthias Bauer and
               Sebastian Nowozin and
               Richard E. Turner},
  title     = {Meta-Learning Probabilistic Inference for Prediction},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HkxStoC5F7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/GordonBBNT19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/GotmareKXS19,
  author    = {Akhilesh Gotmare and
               Nitish Shirish Keskar and
               Caiming Xiong and
               Richard Socher},
  title     = {A Closer Look at Deep Learning Heuristics: Learning rate restarts,
               Warmup and Distillation},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=r14EOsCqKX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/GotmareKXS19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/GoyalBFSLLLB19,
  author    = {Anirudh Goyal and
               Philemon Brakel and
               William Fedus and
               Soumye Singhal and
               Timothy P. Lillicrap and
               Sergey Levine and
               Hugo Larochelle and
               Yoshua Bengio},
  title     = {Recall Traces: Backtracking Models for Efficient Reinforcement Learning},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HygsfnR9Ym},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/GoyalBFSLLLB19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/GoyalISALBBL19,
  author    = {Anirudh Goyal and
               Riashat Islam and
               Daniel Strouse and
               Zafarali Ahmed and
               Hugo Larochelle and
               Matthew Botvinick and
               Yoshua Bengio and
               Sergey Levine},
  title     = {InfoBot: Transfer and Exploration via the Information Bottleneck},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=rJg8yhAqKm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/GoyalISALBBL19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/GrathwohlCBSD19,
  author    = {Will Grathwohl and
               Ricky T. Q. Chen and
               Jesse Bettencourt and
               Ilya Sutskever and
               David Duvenaud},
  title     = {{FFJORD:} Free-Form Continuous Dynamics for Scalable Reversible Generative
               Models},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=rJxgknCcK7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/GrathwohlCBSD19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/Grau-MoyaLV19,
  author    = {Jordi Grau{-}Moya and
               Felix Leibfried and
               Peter Vrancx},
  title     = {Soft Q-Learning with Mutual-Information Regularization},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HyEtjoCqFX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/Grau-MoyaLV19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/GregorPBBW19,
  author    = {Karol Gregor and
               George Papamakarios and
               Frederic Besse and
               Lars Buesing and
               Theophane Weber},
  title     = {Temporal Difference Variational Auto-Encoder},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=S1x4ghC9tQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/GregorPBBW19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/GroverWZE19,
  author    = {Aditya Grover and
               Eric Wang and
               Aaron Zweig and
               Stefano Ermon},
  title     = {Stochastic Optimization of Sorting Networks via Continuous Relaxations},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=H1eSS3CcKX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/GroverWZE19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/GuCHK19,
  author    = {Xiaodong Gu and
               Kyunghyun Cho and
               Jung{-}Woo Ha and
               Sunghun Kim},
  title     = {DialogWAE: Multimodal Response Generation with Conditional Wasserstein
               Auto-Encoder},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=BkgBvsC9FQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/GuCHK19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/GuSGR19,
  author    = {Albert Gu and
               Frederic Sala and
               Beliz Gunel and
               Christopher R{\'{e}}},
  title     = {Learning Mixed-Curvature Representations in Product Spaces},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HJxeWnCcF7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/GuSGR19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/GulcehreDMRPHBB19,
  author    = {{\c{C}}aglar G{\"{u}}l{\c{c}}ehre and
               Misha Denil and
               Mateusz Malinowski and
               Ali Razavi and
               Razvan Pascanu and
               Karl Moritz Hermann and
               Peter W. Battaglia and
               Victor Bapst and
               David Raposo and
               Adam Santoro and
               Nando de Freitas},
  title     = {Hyperbolic Attention Networks},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=rJxHsjRqFQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/GulcehreDMRPHBB19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/GulrajaniRM19,
  author    = {Ishaan Gulrajani and
               Colin Raffel and
               Luke Metz},
  title     = {Towards {GAN} Benchmarks Which Require Generalization},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HkxKH2AcFm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/GulrajaniRM19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/GuptaCBS19,
  author    = {Pankaj Gupta and
               Yatin Chaudhary and
               Florian Buettner and
               Hinrich Sch{\"{u}}tze},
  title     = {Texttovec: Deep Contextualized Neural autoregressive Topic Models
               of Language with Distributed Compositional Prior},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=rkgoyn09KQ},
  timestamp = {Mon, 05 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/GuptaCBS19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/GurRFH19,
  author    = {Izzeddin Gur and
               Ulrich R{\"{u}}ckert and
               Aleksandra Faust and
               Dilek Hakkani{-}T{\"{u}}r},
  title     = {Learning to Navigate the Web},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=BJemQ209FQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/GurRFH19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/HabibB19,
  author    = {Raza Habib and
               David Barber},
  title     = {Auxiliary Variational {MCMC}},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=r1NJqsRctX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/HabibB19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/HannahFY19,
  author    = {Robert Hannah and
               Fei Feng and
               Wotao Yin},
  title     = {{A2BCD:} Asynchronous Acceleration with Optimal Complexity},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=rylIAsCqYm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/HannahFY19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/HansenHASL19,
  author    = {Christian Hansen and
               Casper Hansen and
               Stephen Alstrup and
               Jakob Grue Simonsen and
               Christina Lioma},
  title     = {Neural Speed Reading with Structural-Jump-LSTM},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=B1xf9jAqFQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/HansenHASL19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/HavasiPH19,
  author    = {Marton Havasi and
               Robert Peharz and
               Jos{\'{e}} Miguel Hern{\'{a}}ndez{-}Lobato},
  title     = {Minimal Random Code Learning: Getting Bits Back from Compressed Model
               Parameters},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=r1f0YiCctm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/HavasiPH19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/HawthorneSRSHDE19,
  author    = {Curtis Hawthorne and
               Andriy Stasyuk and
               Adam Roberts and
               Ian Simon and
               Cheng{-}Zhi Anna Huang and
               Sander Dieleman and
               Erich Elsen and
               Jesse H. Engel and
               Douglas Eck},
  title     = {Enabling Factorized Piano Music Modeling and Generation with the {MAESTRO}
               Dataset},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=r1lYRjC9F7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/HawthorneSRSHDE19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/HeG19,
  author    = {Tianxing He and
               James R. Glass},
  title     = {Detecting Egregious Responses in Neural Sequence-to-sequence Models},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HyNA5iRcFQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/HeG19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/HeGMML19,
  author    = {Jiawei He and
               Yu Gong and
               Joseph Marino and
               Greg Mori and
               Andreas M. Lehrmann},
  title     = {Variational Autoencoders with Jointly Optimized Latent Dependency
               Structure},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=SJgsCjCqt7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/HeGMML19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/HeSNB19,
  author    = {Junxian He and
               Daniel Spokoyny and
               Graham Neubig and
               Taylor Berg{-}Kirkpatrick},
  title     = {Lagging Inference Networks and Posterior Collapse in Variational Autoencoders},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=rylDfnCqF7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/HeSNB19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/HeWLT19,
  author    = {Hao He and
               Hao Wang and
               Guang{-}He Lee and
               Yonglong Tian},
  title     = {ProbGAN: Towards Probabilistic {GAN} with Theoretical Guarantees},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=H1l7bnR5Ym},
  timestamp = {Wed, 09 Sep 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/HeWLT19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/HeckelH19,
  author    = {Reinhard Heckel and
               Paul Hand},
  title     = {Deep Decoder: Concise Image Representations from Untrained Non-convolutional
               Networks},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=rylV-2C9KQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/HeckelH19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/HenaffCL19,
  author    = {Mikael Henaff and
               Alfredo Canziani and
               Yann LeCun},
  title     = {Model-Predictive Policy Learning with Uncertainty Regularization for
               Driving in Dense Traffic},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HygQBn0cYm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/HenaffCL19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/HendrycksD19,
  author    = {Dan Hendrycks and
               Thomas G. Dietterich},
  title     = {Benchmarking Neural Network Robustness to Common Corruptions and Perturbations},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HJz6tiCqYm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/HendrycksD19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/HendrycksMD19,
  author    = {Dan Hendrycks and
               Mantas Mazeika and
               Thomas G. Dietterich},
  title     = {Deep Anomaly Detection with Outlier Exposure},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HyxCxhRcY7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/HendrycksMD19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/HillSBML19,
  author    = {Felix Hill and
               Adam Santoro and
               David G. T. Barrett and
               Ari S. Morcos and
               Timothy P. Lillicrap},
  title     = {Learning to Make Analogies by Contrasting Abstract Relational Structure},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=SylLYsCcFm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/HillSBML19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/HinzHW19,
  author    = {Tobias Hinz and
               Stefan Heinrich and
               Stefan Wermter},
  title     = {Generating Multiple Objects at Spatially Distinct Locations},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=H1edIiA9KQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/HinzHW19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/HjelmFLGBTB19,
  author    = {R. Devon Hjelm and
               Alex Fedorov and
               Samuel Lavoie{-}Marchildon and
               Karan Grewal and
               Philip Bachman and
               Adam Trischler and
               Yoshua Bengio},
  title     = {Learning deep representations by mutual information estimation and
               maximization},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=Bklr3j0cKX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/HjelmFLGBTB19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/Hosseini-AslZXS19,
  author    = {Ehsan Hosseini{-}Asl and
               Yingbo Zhou and
               Caiming Xiong and
               Richard Socher},
  title     = {Augmented Cyclic Adversarial Learning for Low Resource Domain Adaptation},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=B1G9doA9F7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/Hosseini-AslZXS19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/HouZK19,
  author    = {Lu Hou and
               Ruiliang Zhang and
               James T. Kwok},
  title     = {Analysis of Quantized Models},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=ryM\_IoAqYX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/HouZK19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/HsiehZEME19,
  author    = {Jun{-}Ting Hsieh and
               Shengjia Zhao and
               Stephan Eismann and
               Lucia Mirabella and
               Stefano Ermon},
  title     = {Learning Neural {PDE} Solvers with Convergence Guarantees},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=rklaWn0qK7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/HsiehZEME19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/HsuIKV19,
  author    = {Chen{-}Yu Hsu and
               Piotr Indyk and
               Dina Katabi and
               Ali Vakilian},
  title     = {Learning-Based Frequency Estimation Algorithms},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=r1lohoCqY7},
  timestamp = {Tue, 05 May 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/HsuIKV19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/HsuLF19,
  author    = {Kyle Hsu and
               Sergey Levine and
               Chelsea Finn},
  title     = {Unsupervised Learning via Meta-Learning},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=r1My6sR9tX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/HsuLF19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/HsuLSOK19,
  author    = {Yen{-}Chang Hsu and
               Zhaoyang Lv and
               Joel Schlosser and
               Phillip Odom and
               Zsolt Kira},
  title     = {Multi-class classification without multi-class labels},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=SJzR2iRcK7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/HsuLSOK19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/HsuZWZWWCJCSNP19,
  author    = {Wei{-}Ning Hsu and
               Yu Zhang and
               Ron J. Weiss and
               Heiga Zen and
               Yonghui Wu and
               Yuxuan Wang and
               Yuan Cao and
               Ye Jia and
               Zhifeng Chen and
               Jonathan Shen and
               Patrick Nguyen and
               Ruoming Pang},
  title     = {Hierarchical Generative Modeling for Controllable Speech Synthesis},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=rygkk305YQ},
  timestamp = {Thu, 14 Jan 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/iclr/HsuZWZWWCJCSNP19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/HuLAR19,
  author    = {Peiyun Hu and
               Zachary C. Lipton and
               Anima Anandkumar and
               Deva Ramanan},
  title     = {Active Learning with Partial Feedback},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HJfSEnRqKQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/HuLAR19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/HuLLTTMZY19,
  author    = {Wenpeng Hu and
               Zhou Lin and
               Bing Liu and
               Chongyang Tao and
               Zhengwei Tao and
               Jinwen Ma and
               Dongyan Zhao and
               Rui Yan},
  title     = {Overcoming Catastrophic Forgetting for Continual Learning via Model
               Adaptation},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=ryGvcoA5YX},
  timestamp = {Wed, 08 Jan 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/iclr/HuLLTTMZY19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/HuangCY19,
  author    = {Hsin{-}Yuan Huang and
               Eunsol Choi and
               Wen{-}tau Yih},
  title     = {FlowQA: Grasping Flow in History for Conversational Machine Comprehension},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=ByftGnR9KX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/HuangCY19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/HuangDSS19,
  author    = {Daniel Huang and
               Prafulla Dhariwal and
               Dawn Song and
               Ilya Sutskever},
  title     = {GamePad: {A} Learning Environment for Theorem Proving},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=r1xwKoR9Y7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/HuangDSS19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/HuangLABOG19,
  author    = {Sicong Huang and
               Qiyang Li and
               Cem Anil and
               Xuchan Bao and
               Sageev Oore and
               Roger B. Grosse},
  title     = {TimbreTron: {A} WaveNet(CycleGAN(CQT(Audio))) Pipeline for Musical
               Timbre Transfer},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=S1lvm305YQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/HuangLABOG19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/HuangVUSHSDHDE19,
  author    = {Cheng{-}Zhi Anna Huang and
               Ashish Vaswani and
               Jakob Uszkoreit and
               Ian Simon and
               Curtis Hawthorne and
               Noam Shazeer and
               Andrew M. Dai and
               Matthew D. Hoffman and
               Monica Dinculescu and
               Douglas Eck},
  title     = {Music Transformer: Generating Music with Long-Term Structure},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=rJe4ShAcF7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/HuangVUSHSDHDE19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/IlyasEM19,
  author    = {Andrew Ilyas and
               Logan Engstrom and
               Aleksander Madry},
  title     = {Prior Convictions: Black-box Adversarial Attacks with Bandits and
               Priors},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=BkMiWhR5K7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/IlyasEM19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/ImJLK19,
  author    = {Sunghoon Im and
               Hae{-}Gon Jeon and
               Stephen Lin and
               In So Kweon},
  title     = {DPSNet: End-to-end Deep Plane Sweep Stereo},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=ryeYHi0ctQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/ImJLK19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/IngrahamRSM19,
  author    = {John Ingraham and
               Adam J. Riesselman and
               Chris Sander and
               Debora S. Marks},
  title     = {Learning Protein Structure with a Differentiable Simulator},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=Byg3y3C9Km},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/IngrahamRSM19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/IvanovFV19,
  author    = {Oleg Ivanov and
               Michael Figurnov and
               Dmitry P. Vetrov},
  title     = {Variational Autoencoder with Arbitrary Conditioning},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=SyxtJh0qYm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/IvanovFV19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/JacobsenBZB19,
  author    = {J{\"{o}}rn{-}Henrik Jacobsen and
               Jens Behrmann and
               Richard S. Zemel and
               Matthias Bethge},
  title     = {Excessive Invariance Causes Adversarial Vulnerability},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=BkfbpsAcF7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/JacobsenBZB19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/JacoviHKCLKB19,
  author    = {Alon Jacovi and
               Guy Hadash and
               Einat Kermany and
               Boaz Carmeli and
               Ofer Lavi and
               George Kour and
               Jonathan Berant},
  title     = {Neural network gradient-based learning of black-box function interfaces},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=r1e13s05YX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/JacoviHKCLKB19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/JannerLFTFW19,
  author    = {Michael Janner and
               Sergey Levine and
               William T. Freeman and
               Joshua B. Tenenbaum and
               Chelsea Finn and
               Jiajun Wu},
  title     = {Reasoning About Physical Interactions with Object-Oriented Prediction
               and Planning},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HJx9EhC9tQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/JannerLFTFW19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/JastrzebskiKBFB19,
  author    = {Stanislaw Jastrzebski and
               Zachary Kenton and
               Nicolas Ballas and
               Asja Fischer and
               Yoshua Bengio and
               Amos J. Storkey},
  title     = {On the Relation Between the Sharpest Directions of {DNN} Loss and
               the {SGD} Step Length},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=SkgEaj05t7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/JastrzebskiKBFB19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/JayaramanEEL19,
  author    = {Dinesh Jayaraman and
               Frederik Ebert and
               Alexei A. Efros and
               Sergey Levine},
  title     = {Time-Agnostic Prediction: Predicting Predictable Video Frames},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=SyzVb3CcFX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/JayaramanEEL19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/JiT19,
  author    = {Ziwei Ji and
               Matus Telgarsky},
  title     = {Gradient descent aligns the layers of deep linear networks},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HJflg30qKX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/JiT19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/JiaKB19,
  author    = {Sheng Jia and
               Jamie Kiros and
               Jimmy Ba},
  title     = {{DOM-Q-NET:} Grounded {RL} on Structured Language},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HJgd1nAqFX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/JiaKB19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/JiangCCLWZ19,
  author    = {Haoming Jiang and
               Zhehui Chen and
               Minshuo Chen and
               Feng Liu and
               Dingding Wang and
               Tuo Zhao},
  title     = {On Computation and Generalization of Generative Adversarial Networks
               under Spectrum Control},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=rJNH6sAqY7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/JiangCCLWZ19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/JiangGQMR19,
  author    = {Ray Jiang and
               Sven Gowal and
               Yuqiu Qian and
               Timothy A. Mann and
               Danilo J. Rezende},
  title     = {Beyond Greedy Ranking: Slate Optimization via List-CVAE},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=r1xX42R5Fm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/JiangGQMR19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/JiangHKPMN19,
  author    = {Chiyu Max Jiang and
               Jingwei Huang and
               Karthik Kashinath and
               Prabhat and
               Philip Marcus and
               Matthias Nie{\ss}ner},
  title     = {Spherical CNNs on Unstructured Grids},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=Bkl-43C9FQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/JiangHKPMN19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/JiangHVCCM19,
  author    = {Xiang Jiang and
               Mohammad Havaei and
               Farshid Varno and
               Gabriel Chartrand and
               Nicolas Chapados and
               Stan Matwin},
  title     = {Learning to Learn with Conditional Class Dependencies},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=BJfOXnActQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/JiangHVCCM19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/JiangKMB19,
  author    = {Yiding Jiang and
               Dilip Krishnan and
               Hossein Mobahi and
               Samy Bengio},
  title     = {Predicting the Generalization Gap in Deep Networks with Margin Distributions},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HJlQfnCqKX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/JiangKMB19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/JiangWHMN19,
  author    = {Chiyu Max Jiang and
               Dequan Wang and
               Jingwei Huang and
               Philip Marcus and
               Matthias Nie{\ss}ner},
  title     = {Convolutional Neural Networks on Non-uniform Geometrical Signals Using
               Euclidean Spectral Transformation},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=B1G5ViAqFm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/JiangWHMN19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/JinYBJ19,
  author    = {Wengong Jin and
               Kevin Yang and
               Regina Barzilay and
               Tommi S. Jaakkola},
  title     = {Learning Multimodal Graph-to-Graph Translation for Molecule Optimization},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=B1xJAsA5F7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/JinYBJ19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/Johnson19,
  author    = {Jesse Johnson},
  title     = {Deep, Skinny Neural Networks are not Universal Approximators},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=ryGgSsAcFQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/Johnson19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/Jolicoeur-Martineau19,
  author    = {Alexia Jolicoeur{-}Martineau},
  title     = {The relativistic discriminator: a key element missing from standard
               {GAN}},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=S1erHoR5t7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/Jolicoeur-Martineau19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/JordonYS19,
  author    = {James Jordon and
               Jinsung Yoon and
               Mihaela van der Schaar},
  title     = {KnockoffGAN: Generating Knockoffs for Feature Selection using Generative
               Adversarial Networks},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=ByeZ5jC5YQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/JordonYS19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/JordonYS19a,
  author    = {James Jordon and
               Jinsung Yoon and
               Mihaela van der Schaar},
  title     = {{PATE-GAN:} Generating Synthetic Data with Differential Privacy Guarantees},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=S1zk9iRqF7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/JordonYS19a.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/KachueeGKDS19,
  author    = {Mohammad Kachuee and
               Orpaz Goldstein and
               Kimmo K{\"{a}}rkk{\"{a}}inen and
               Sajad Darabi and
               Majid Sarrafzadeh},
  title     = {Opportunistic Learning: Budgeted Cost-Sensitive Learning from Data
               Streams},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=S1eOHo09KX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/KachueeGKDS19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/KalofoliasP19,
  author    = {Vassilis Kalofolias and
               Nathana{\"{e}}l Perraudin},
  title     = {Large Scale Graph Learning From Smooth Signals},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=ryGkSo0qYm},
  timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/iclr/KalofoliasP19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/KangLB19,
  author    = {Bo Kang and
               Jefrey Lijffijt and
               Tijl De Bie},
  title     = {Conditional Network Embeddings},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=ryepUj0qtX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/KangLB19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/KanuparthiAKKMB19,
  author    = {Bhargav Kanuparthi and
               Devansh Arpit and
               Giancarlo Kerg and
               Nan Rosemary Ke and
               Ioannis Mitliagkas and
               Yoshua Bengio},
  title     = {h-detach: Modifying the {LSTM} Gradient Towards Better Optimization},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=ryf7ioRqFX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/KanuparthiAKKMB19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/KapturowskiOQMD19,
  author    = {Steven Kapturowski and
               Georg Ostrovski and
               John Quan and
               R{\'{e}}mi Munos and
               Will Dabney},
  title     = {Recurrent Experience Replay in Distributed Reinforcement Learning},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=r1lyTjAqYX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/KapturowskiOQMD19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/KatoTH19,
  author    = {Masahiro Kato and
               Takeshi Teshima and
               Junya Honda},
  title     = {Learning from Positive and Unlabeled Data with a Selection Bias},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=rJzLciCqKm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/KatoTH19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/KeSTGBPB19,
  author    = {Nan Rosemary Ke and
               Amanpreet Singh and
               Ahmed Touati and
               Anirudh Goyal and
               Yoshua Bengio and
               Devi Parikh and
               Dhruv Batra},
  title     = {Modeling the Long Term Future in Model-Based Reinforcement Learning},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=SkgQBn0cF7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/KeSTGBPB19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/KhalilGD19,
  author    = {Elias B. Khalil and
               Amrita Gupta and
               Bistra Dilkina},
  title     = {Combinatorial Attacks on Binarized Neural Networks},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=S1lTEh09FQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/KhalilGD19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/KhrulkovHO19,
  author    = {Valentin Khrulkov and
               Oleksii Hrinchuk and
               Ivan V. Oseledets},
  title     = {Generalized Tensor Models for Recurrent Neural Networks},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=r1gNni0qtm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/KhrulkovHO19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/KimMHKLSY19,
  author    = {Daewoo Kim and
               Sangwoo Moon and
               David Hostallero and
               Wan Ju Kang and
               Taeyoung Lee and
               Kyunghwan Son and
               Yung Yi},
  title     = {Learning to Schedule Communication in Multi-agent Reinforcement Learning},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=SJxu5iR9KQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/KimMHKLSY19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/KimMSGERVT19,
  author    = {Hyunjik Kim and
               Andriy Mnih and
               Jonathan Schwarz and
               Marta Garnelo and
               S. M. Ali Eslami and
               Dan Rosenbaum and
               Oriol Vinyals and
               Yee Whye Teh},
  title     = {Attentive Neural Processes},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=SkE6PjC9KX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/KimMSGERVT19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/KimTF19,
  author    = {Seung Wook Kim and
               Makarand Tapaswi and
               Sanja Fidler},
  title     = {Visual Reasoning by Progressive Module Networks},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=B1fpDsAqt7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/KimTF19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/KirschbaumHWSSE19,
  author    = {Elke Kirschbaum and
               Manuel Hau{\ss}mann and
               Steffen Wolf and
               Hannah Sonntag and
               Justus Schneider and
               Shehabeldin Elzoheiry and
               Oliver Kann and
               Daniel Durstewitz and
               Fred A. Hamprecht},
  title     = {LeMoNADe: Learned Motif and Neuronal Assembly Detection in calcium
               imaging videos},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=SkloDjAqYm},
  timestamp = {Tue, 30 Jun 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/KirschbaumHWSSE19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/KlicperaBG19,
  author    = {Johannes Klicpera and
               Aleksandar Bojchevski and
               Stephan G{\"{u}}nnemann},
  title     = {Predict then Propagate: Graph Neural Networks meet Personalized PageRank},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=H1gL-2A9Ym},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/KlicperaBG19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/KoehlerR19,
  author    = {Frederic Koehler and
               Andrej Risteski},
  title     = {The Comparative Power of ReLU Networks and Polynomial Kernels in the
               Presence of Sparse Latent Structure},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=rJgTTjA9tX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/KoehlerR19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/KolchinskyTK19,
  author    = {Artemy Kolchinsky and
               Brendan D. Tracey and
               Steven Van Kuyk},
  title     = {Caveats for information bottleneck in deterministic scenarios},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=rke4HiAcY7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/KolchinskyTK19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/KolouriPMR19,
  author    = {Soheil Kolouri and
               Phillip E. Pope and
               Charles E. Martin and
               Gustavo K. Rohde},
  title     = {Sliced Wasserstein Auto-Encoders},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=H1xaJn05FQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/KolouriPMR19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/KongLMS19,
  author    = {Weiwei Kong and
               Christopher Liaw and
               Aranyak Mehta and
               D. Sivakumar},
  title     = {A new dog learns old tricks: {RL} finds classic optimization algorithms},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=rkluJ2R9KQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/KongLMS19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/KongMLYY19,
  author    = {Lingpeng Kong and
               G{\'{a}}bor Melis and
               Wang Ling and
               Lei Yu and
               Dani Yogatama},
  title     = {Variational Smoothing in Recurrent Neural Network Language Models},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=SygQvs0cFQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/KongMLYY19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/KoolHW19,
  author    = {Wouter Kool and
               Herke van Hoof and
               Max Welling},
  title     = {Attention, Learn to Solve Routing Problems!},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=ByxBFsRqYm},
  timestamp = {Fri, 17 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/KoolHW19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/KostrikovADLT19,
  author    = {Ilya Kostrikov and
               Kumar Krishna Agrawal and
               Debidatta Dwibedi and
               Sergey Levine and
               Jonathan Tompson},
  title     = {Discriminator-Actor-Critic: Addressing Sample Inefficiency and Reward
               Bias in Adversarial Imitation Learning},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=Hk4fpoA5Km},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/KostrikovADLT19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/KothariGHD19,
  author    = {Konik Kothari and
               Sidharth Gupta and
               Maarten V. de Hoop and
               Ivan Dokmanic},
  title     = {Random mesh projectors for inverse problems},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HyGcghRct7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/KothariGHD19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/KoulFG19,
  author    = {Anurag Koul and
               Alan Fern and
               Sam Greydanus},
  title     = {Learning Finite State Representations of Recurrent Policy Networks},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=S1gOpsCctm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/KoulFG19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/KricheneMRZYHCA19,
  author    = {Walid Krichene and
               Nicolas Mayoraz and
               Steffen Rendle and
               Li Zhang and
               Xinyang Yi and
               Lichan Hong and
               Ed H. Chi and
               John R. Anderson},
  title     = {Efficient Training on Very Large Corpora via Gramian Estimation},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=Hke20iA9Y7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/KricheneMRZYHCA19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/KuchnikS19,
  author    = {Michael Kuchnik and
               Virginia Smith},
  title     = {Efficient Augmentation via Data Subsampling},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=Byxpfh0cFm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/KuchnikS19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/KumarT19,
  author    = {Sachin Kumar and
               Yulia Tsvetkov},
  title     = {Von Mises-Fisher Loss for Training Sequence to Sequence Models with
               Continuous Outputs},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=rJlDnoA5Y7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/KumarT19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/LampinenG19,
  author    = {Andrew K. Lampinen and
               Surya Ganguli},
  title     = {An analytic theory of generalization dynamics and transfer learning
               in deep linear networks},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=ryfMLoCqtQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/LampinenG19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/LampleSSDRB19,
  author    = {Guillaume Lample and
               Sandeep Subramanian and
               Eric Michael Smith and
               Ludovic Denoyer and
               Marc'Aurelio Ranzato and
               Y{-}Lan Boureau},
  title     = {Multiple-Attribute Text Rewriting},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=H1g2NhC5KQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/LampleSSDRB19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/Lastras-Montano19,
  author    = {Luis Alfonso Lastras{-}Monta{\~{n}}o},
  title     = {Information Theoretic lower bounds on negative log likelihood},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=rkemqsC9Fm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/Lastras-Montano19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/LawSFUZ19,
  author    = {Marc T. Law and
               Jake Snell and
               Amir{-}massoud Farahmand and
               Raquel Urtasun and
               Richard S. Zemel},
  title     = {Dimensionality Reduction for Representing the Knowledge of Probabilistic
               Models},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=SygD-hCcF7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/LawSFUZ19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/LeNLPMVQ19,
  author    = {Tue Le and
               Tuan Nguyen and
               Trung Le and
               Dinh Q. Phung and
               Paul Montague and
               Olivier Y. de Vel and
               Lizhen Qu},
  title     = {Maximal Divergence Sequential Autoencoder for Binary Software Vulnerability
               Detection},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=ByloIiCqYQ},
  timestamp = {Wed, 27 May 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/LeNLPMVQ19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/LeTV19,
  author    = {Hung Le and
               Truyen Tran and
               Svetha Venkatesh},
  title     = {Learning to Remember More with Less Memorization},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=r1xlvi0qYm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/LeTV19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/LeeAJ19,
  author    = {Guang{-}He Lee and
               David Alvarez{-}Melis and
               Tommi S. Jaakkola},
  title     = {Towards Robust, Locally Linear Deep Networks},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=SylCrnCcFX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/LeeAJ19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/LeeAT19,
  author    = {Namhoon Lee and
               Thalaiyasingam Ajanthan and
               Philip H. S. Torr},
  title     = {Snip: single-Shot Network Pruning based on Connection sensitivity},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=B1VZqjAcYX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/LeeAT19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/LeeCB19,
  author    = {Jooyoung Lee and
               Seunghyun Cho and
               Seung{-}Kwon Beack},
  title     = {Context-adaptive Entropy Model for End-to-end Optimized Image Compression},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HyxKIiAqYQ},
  timestamp = {Tue, 15 Oct 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/LeeCB19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/LeeGYYH19,
  author    = {Sang{-}Woo Lee and
               Tong Gao and
               Sohee Yang and
               Jaejun Yoo and
               Jung{-}Woo Ha},
  title     = {Large-Scale Answerer in Questioner's Mind for Visual Dialog Question
               Generation},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=rkgT3jRct7},
  timestamp = {Tue, 27 Oct 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/iclr/LeeGYYH19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/LeeHK19,
  author    = {Soochan Lee and
               Junsoo Ha and
               Gunhee Kim},
  title     = {Harmonizing Maximum Likelihood with GANs for Multimodal Conditional
               Generation},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HJxyAjRcFX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/LeeHK19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/LeeHMLCS19,
  author    = {Gilwoo Lee and
               Brian Hou and
               Aditya Mandalika and
               Jeongseok Lee and
               Sanjiban Choudhury and
               Siddhartha S. Srinivasa},
  title     = {Bayesian Policy Optimization for Model Uncertainty},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=SJGvns0qK7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/LeeHMLCS19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/LeeRLG19,
  author    = {Kuan{-}Hui Lee and
               German Ros and
               Jie Li and
               Adrien Gaidon},
  title     = {{SPIGAN:} Privileged Adversarial Learning from Simulation},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=rkxoNnC5FQ},
  timestamp = {Fri, 13 Nov 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/iclr/LeeRLG19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/LeeSSHL19,
  author    = {Youngwoon Lee and
               Shao{-}Hua Sun and
               Sriram Somasundaram and
               Edward S. Hu and
               Joseph J. Lim},
  title     = {Composing Complex Skills by Learning Transition Policies},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=rygrBhC5tQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/LeeSSHL19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/LeinoBFSD19,
  author    = {Klas Leino and
               Emily Black and
               Matt Fredrikson and
               Shayak Sen and
               Anupam Datta},
  title     = {Feature-Wise Bias Amplification},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=S1ecm2C9K7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/LeinoBFSD19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/LesniakSP19,
  author    = {Damian Lesniak and
               Igor Sieradzki and
               Igor T. Podolak},
  title     = {Distribution-Interpolation Trade off in Generative Models},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=SyMhLo0qKQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/LesniakSP19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/LetcherFBRW19,
  author    = {Alistair Letcher and
               Jakob N. Foerster and
               David Balduzzi and
               Tim Rockt{\"{a}}schel and
               Shimon Whiteson},
  title     = {Stable Opponent Shaping in Differentiable Games},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=SyGjjsC5tQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/LetcherFBRW19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/LevyKPS19,
  author    = {Andrew Levy and
               George Dimitri Konidaris and
               Robert Platt Jr. and
               Kate Saenko},
  title     = {Learning Multi-Level Hierarchies with Hindsight},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=ryzECoAcY7},
  timestamp = {Tue, 19 Nov 2019 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/iclr/LevyKPS19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/LewisF19,
  author    = {Mike Lewis and
               Angela Fan},
  title     = {Generative Question Answering: Learning to Answer the Whole Question},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=Bkx0RjA9tX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/LewisF19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/Lezama19,
  author    = {Jos{\'{e}} Lezama},
  title     = {Overcoming the Disentanglement vs Reconstruction Trade-off via Jacobian
               Supervision},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=Hkg4W2AcFm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/Lezama19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/Li19,
  author    = {Xi{-}Lin Li},
  title     = {Preconditioner on Matrix Lie Group for {SGD}},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=Bye5SiAqKX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/Li19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/LiCPZ19,
  author    = {Xiaopeng Li and
               Zhourong Chen and
               Leonard K. M. Poon and
               Nevin L. Zhang},
  title     = {Learning Latent Superstructures in Variational Autoencoders for Deep
               Multidimensional Clustering},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=SJgNwi09Km},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/LiCPZ19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/LiDSOW19,
  author    = {Hongyang Li and
               Bo Dai and
               Shaoshuai Shi and
               Wanli Ouyang and
               Xiaogang Wang},
  title     = {Feature Intertwiner for Object Detection},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=SyxZJn05YX},
  timestamp = {Tue, 10 Dec 2019 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/iclr/LiDSOW19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/LiJM19,
  author    = {Steven Cheng{-}Xian Li and
               Bo Jiang and
               Benjamin M. Marlin},
  title     = {MisGAN: Learning from Incomplete Data with Generative Adversarial
               Networks},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=S1lDV3RcKm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/LiJM19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/LiN19,
  author    = {Ping Li and
               Phan{-}Minh Nguyen},
  title     = {On Random Deep Weight-Tied Autoencoders: Exact Asymptotic Analysis,
               Phase Transitions, and Implications to Training},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HJx54i05tX},
  timestamp = {Tue, 30 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/LiN19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/LiVZBM19,
  author    = {Xiang Li and
               Luke Vilnis and
               Dongxu Zhang and
               Michael Boratko and
               Andrew McCallum},
  title     = {Smoothing the Geometry of Probabilistic Box Embeddings},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=H1xSNiRcF7},
  timestamp = {Tue, 16 Jun 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/LiVZBM19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/LiWTTT19,
  author    = {Yunzhu Li and
               Jiajun Wu and
               Russ Tedrake and
               Joshua B. Tenenbaum and
               Antonio Torralba},
  title     = {Learning Particle Dynamics for Manipulating Rigid Bodies, Deformable
               Objects, and Fluids},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=rJgbSn09Ym},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/LiWTTT19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/LiXWRLH19,
  author    = {Xingjian Li and
               Haoyi Xiong and
               Hanchao Wang and
               Yuxuan Rao and
               Liping Liu and
               Jun Huan},
  title     = {Delta: Deep Learning Transfer using Feature Map with Attention for
               Convolutional Networks},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=rkgbwsAcYm},
  timestamp = {Wed, 22 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/LiXWRLH19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/LiYHZX19,
  author    = {Jianan Li and
               Jimei Yang and
               Aaron Hertzmann and
               Jianming Zhang and
               Tingfa Xu},
  title     = {LayoutGAN: Generating Graphic Layouts with Wireframe Discriminators},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HJxB5sRcFQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/LiYHZX19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/LiaoZUZ19,
  author    = {Renjie Liao and
               Zhizhen Zhao and
               Raquel Urtasun and
               Richard S. Zemel},
  title     = {LanczosNet: Multi-Scale Deep Graph Convolutional Networks},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=BkedznAqKQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/LiaoZUZ19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/LinGH19,
  author    = {Ji Lin and
               Chuang Gan and
               Song Han},
  title     = {Defensive Quantization: When Efficiency Meets Robustness},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=ryetZ20ctX},
  timestamp = {Tue, 22 Dec 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/iclr/LinGH19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/LinT19,
  author    = {Tsung{-}Han Lin and
               Ping Tak Peter Tang},
  title     = {Sparse Dictionary Learning by Dynamical Neural Networks},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=B1gstsCqt7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/LinT19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/LindseyOGD19,
  author    = {Jack Lindsey and
               Samuel A. Ocko and
               Surya Ganguli and
               St{\'{e}}phane Deny},
  title     = {A Unified Theory of Early Visual Representations from Retina to Cortex
               through Anatomically Constrained Deep CNNs},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=S1xq3oR5tQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/LindseyOGD19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/LinsleySES19,
  author    = {Drew Linsley and
               Dan Shiebler and
               Sven Eberhardt and
               Thomas Serre},
  title     = {Learning what and where to attend},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=BJgLg3R9KQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/LinsleySES19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/LiuCCH19,
  author    = {Sijia Liu and
               Pin{-}Yu Chen and
               Xiangyi Chen and
               Mingyi Hong},
  title     = {signSGD via Zeroth-Order Oracle},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=BJe-DsC5Fm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/LiuCCH19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/LiuCWY19,
  author    = {Jialin Liu and
               Xiaohan Chen and
               Zhangyang Wang and
               Wotao Yin},
  title     = {{ALISTA:} Analytic Weights Are As Good As Learned Weights in {LISTA}},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=B1lnzn0ctQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/LiuCWY19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/LiuDHZLDX19,
  author    = {Liu Liu and
               Lei Deng and
               Xing Hu and
               Maohua Zhu and
               Guoqi Li and
               Yufei Ding and
               Yuan Xie},
  title     = {Dynamic Sparse Graph for Efficient Deep Learning},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=H1goBoR9F7},
  timestamp = {Fri, 11 Oct 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/LiuDHZLDX19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/LiuLMTHG19,
  author    = {Siqi Liu and
               Guy Lever and
               Josh Merel and
               Saran Tunyasuvunakool and
               Nicolas Heess and
               Thore Graepel},
  title     = {Emergent Coordination Through Competition},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=BkG8sjR5Km},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/LiuLMTHG19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/LiuLPKYHY19,
  author    = {Yanbin Liu and
               Juho Lee and
               Minseop Park and
               Saehoon Kim and
               Eunho Yang and
               Sung Ju Hwang and
               Yi Yang},
  title     = {Learning to Propagate Labels: Transductive Propagation Network for
               Few-Shot Learning},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=SyVuRiC5K7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/LiuLPKYHY19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/LiuLWH19,
  author    = {Xuanqing Liu and
               Yao Li and
               Chongruo Wu and
               Cho{-}Jui Hsieh},
  title     = {Adv-BNN: Improved Adversarial Defense through Robust Bayesian Neural
               Network},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=rk4Qso0cKm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/LiuLWH19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/LiuPS19,
  author    = {Iou{-}Jen Liu and
               Jian Peng and
               Alexander G. Schwing},
  title     = {Knowledge Flow: Improve Upon Your Teachers},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=BJeOioA9Y7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/LiuPS19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/LiuSY19,
  author    = {Hanxiao Liu and
               Karen Simonyan and
               Yiming Yang},
  title     = {{DARTS:} Differentiable Architecture Search},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=S1eYHoC5FX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/LiuSY19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/LiuSZHD19,
  author    = {Zhuang Liu and
               Mingjie Sun and
               Tinghui Zhou and
               Gao Huang and
               Trevor Darrell},
  title     = {Rethinking the Value of Network Pruning},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=rJlnB3C5Ym},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/LiuSZHD19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/LiuTLNJ19,
  author    = {Hsueh{-}Ti Derek Liu and
               Michael Tao and
               Chun{-}Liang Li and
               Derek Nowrouzezahrai and
               Alec Jacobson},
  title     = {Beyond Pixel Norm-Balls: Parametric Adversaries using an Analytically
               Differentiable Renderer},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=SJl2niR9KQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/LiuTLNJ19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/LiuTSX19,
  author    = {Hao Liu and
               Alexander Trott and
               Richard Socher and
               Caiming Xiong},
  title     = {Competitive experience replay},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=Sklsm20ctX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/LiuTSX19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/LiuWRFTW19,
  author    = {Yunchao Liu and
               Zheng Wu and
               Daniel Ritchie and
               William T. Freeman and
               Joshua B. Tenenbaum and
               Jiajun Wu},
  title     = {Learning to Describe Scenes with Programs},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=SyNPk2R9K7},
  timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/iclr/LiuWRFTW19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/LiuYCSR19,
  author    = {Min Liu and
               Fupin Yao and
               Chiho Choi and
               Ayan Sinha and
               Karthik Ramani},
  title     = {Deep Learning 3D Shapes Using Alt-az Anisotropic 2-Sphere Convolution},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=rkeSiiA5Fm},
  timestamp = {Mon, 03 Feb 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/iclr/LiuYCSR19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/LoshchilovH19,
  author    = {Ilya Loshchilov and
               Frank Hutter},
  title     = {Decoupled Weight Decay Regularization},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=Bkg6RiCqY7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/LoshchilovH19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/LouizosRBGW19,
  author    = {Christos Louizos and
               Matthias Reisser and
               Tijmen Blankevoort and
               Efstratios Gavves and
               Max Welling},
  title     = {Relaxed Quantization for Discretized Neural Networks},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HkxjYoCqKX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/LouizosRBGW19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/LowreyRKTM19,
  author    = {Kendall Lowrey and
               Aravind Rajeswaran and
               Sham M. Kakade and
               Emanuel Todorov and
               Igor Mordatch},
  title     = {Plan Online, Learn Offline: Efficient Learning and Exploration via
               Model-Based Control},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=Byey7n05FQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/LowreyRKTM19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/LuNMS19,
  author    = {Nan Lu and
               Gang Niu and
               Aditya Krishna Menon and
               Masashi Sugiyama},
  title     = {On the Minimal Supervision for Training Any Binary Classifier from
               Only Unlabeled Data},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=B1xWcj0qYm},
  timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/LuNMS19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/LucasSZG19,
  author    = {James Lucas and
               Shengyang Sun and
               Richard S. Zemel and
               Roger B. Grosse},
  title     = {Aggregated Momentum: Stability Through Passive Damping},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=Syxt5oC5YQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/LucasSZG19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/LuoRPZL19,
  author    = {Ping Luo and
               Jiamin Ren and
               Zhanglin Peng and
               Ruimao Zhang and
               Jingyu Li},
  title     = {Differentiable Learning-to-Normalize via Switchable Normalization},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=ryggIs0cYQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/LuoRPZL19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/LuoWSP19,
  author    = {Ping Luo and
               Xinjiang Wang and
               Wenqi Shao and
               Zhanglin Peng},
  title     = {Towards Understanding Regularization in Batch Normalization},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HJlLKjR9FQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/LuoWSP19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/LuoXLS19,
  author    = {Liangchen Luo and
               Yuanhao Xiong and
               Yan Liu and
               Xu Sun},
  title     = {Adaptive Gradient Methods with Dynamic Bound of Learning Rate},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=Bkg3g2R9FX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/LuoXLS19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/LuoXLTDM19,
  author    = {Yuping Luo and
               Huazhe Xu and
               Yuanzhi Li and
               Yuandong Tian and
               Trevor Darrell and
               Tengyu Ma},
  title     = {Algorithmic Framework for Model-based Deep Reinforcement Learning
               with Theoretical Guarantees},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=BJe1E2R5KX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/LuoXLTDM19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/LutterRP19,
  author    = {Michael Lutter and
               Christian Ritter and
               Jan Peters},
  title     = {Deep Lagrangian Networks: Using Physics as Model Prior for Deep Learning},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=BklHpjCqKm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/LutterRP19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/MWT19,
  author    = {Jos{\'{e}} Oramas M. and
               Kaili Wang and
               Tinne Tuytelaars},
  title     = {Visual Explanation by Interpretation: Improving Visual Feedback Capabilities
               of Deep Neural Networks},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=H1ziPjC5Fm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/MWT19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/MaJGTG19,
  author    = {Liqian Ma and
               Xu Jia and
               Stamatios Georgoulis and
               Tinne Tuytelaars and
               Luc Van Gool},
  title     = {Exemplar Guided Unsupervised Image-to-Image Translation with Semantic
               Consistency},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=S1lTg3RqYQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/MaJGTG19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/MaLWAKSX19,
  author    = {Chih{-}Yao Ma and
               Jiasen Lu and
               Zuxuan Wu and
               Ghassan AlRegib and
               Zsolt Kira and
               Richard Socher and
               Caiming Xiong},
  title     = {Self-Monitoring Navigation Agent via Auxiliary Progress Estimation},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=r1GAsjC5Fm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/MaLWAKSX19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/MaMS19,
  author    = {Shuang Ma and
               Daniel J. McDuff and
               Yale Song},
  title     = {Neural {TTS} Stylization with Adversarial and Collaborative Games},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=ByzcS3AcYX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/MaMS19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/MaY19,
  author    = {Jerry Ma and
               Denis Yarats},
  title     = {Quasi-hyperbolic momentum and Adam for deep learning},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=S1fUpoR5FQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/MaY19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/MaZH19,
  author    = {Xuezhe Ma and
               Chunting Zhou and
               Eduard H. Hovy},
  title     = {{MAE:} Mutual Posterior-Divergence Regularization for Variational
               AutoEncoders},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=Hke4l2AcKQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/MaZH19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/MacKayVLDG19,
  author    = {Matthew MacKay and
               Paul Vicol and
               Jonathan Lorraine and
               David Duvenaud and
               Roger B. Grosse},
  title     = {Self-Tuning Networks: Bilevel Optimization of Hyperparameters using
               Structured Best-Response Functions},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=r1eEG20qKQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/MacKayVLDG19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/MaiGS19,
  author    = {Florian Mai and
               Lukas Galke and
               Ansgar Scherp},
  title     = {{CBOW} Is Not All You Need: Combining {CBOW} with the Compositional
               Matrix Space Model},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=H1MgjoR9tQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/MaiGS19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/MalkinRHSCSSJJ19,
  author    = {Kolya Malkin and
               Caleb Robinson and
               Le Hou and
               Rachel Soobitsky and
               Jacob Czawlytko and
               Dimitris Samaras and
               Joel H. Saltz and
               Lucas Joppa and
               Nebojsa Jojic},
  title     = {Label super-resolution networks},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=rkxwShA9Ym},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/MalkinRHSCSSJJ19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/MaoGKTW19,
  author    = {Jiayuan Mao and
               Chuang Gan and
               Pushmeet Kohli and
               Joshua B. Tenenbaum and
               Jiajun Wu},
  title     = {The Neuro-Symbolic Concept Learner: Interpreting Scenes, Words, and
               Sentences From Natural Supervision},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=rJgMlhRctm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/MaoGKTW19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/MaoVSA19,
  author    = {Hongzi Mao and
               Shaileshh Bojja Venkatakrishnan and
               Malte Schwarzkopf and
               Mohammad Alizadeh},
  title     = {Variance Reduction for Reinforcement Learning in Input-Driven Environments},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=Hyg1G2AqtQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/MaoVSA19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/MarinoGFS19,
  author    = {Kenneth Marino and
               Abhinav Gupta and
               Rob Fergus and
               Arthur Szlam},
  title     = {Hierarchical {RL} Using an Ensemble of Proprioceptive Periodic Policies},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=SJz1x20cFQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/MarinoGFS19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/MaronBSL19,
  author    = {Haggai Maron and
               Heli Ben{-}Hamu and
               Nadav Shamir and
               Yaron Lipman},
  title     = {Invariant and Equivariant Graph Networks},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=Syx72jC9tm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/MaronBSL19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/McAleerASB19,
  author    = {Stephen McAleer and
               Forest Agostinelli and
               Alexander Shmakov and
               Pierre Baldi},
  title     = {Solving the Rubik's Cube with Approximate Policy Iteration},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=Hyfn2jCcKm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/McAleerASB19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/McCoyLDS19,
  author    = {R. Thomas McCoy and
               Tal Linzen and
               Ewan Dunbar and
               Paul Smolensky},
  title     = {RNNs implicitly implement tensor-product representations},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=BJx0sjC5FX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/McCoyLDS19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/McDuffK19,
  author    = {Daniel J. McDuff and
               Ashish Kapoor},
  title     = {Visceral Machines: Risk-Aversion in Reinforcement Learning with Intrinsic
               Physiological Rewards},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=SyNvti09KQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/McDuffK19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/MengZZCYMYL19,
  author    = {Qi Meng and
               Shuxin Zheng and
               Huishuai Zhang and
               Wei Chen and
               Qiwei Ye and
               Zhi{-}Ming Ma and
               Nenghai Yu and
               Tie{-}Yan Liu},
  title     = {{G-SGD:} Optimizing ReLU Neural Networks in its Positively Scale-Invariant
               Space},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=SyxfEn09Y7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/MengZZCYMYL19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/MenickK19,
  author    = {Jacob Menick and
               Nal Kalchbrenner},
  title     = {Generating High fidelity Images with subscale pixel Networks and Multidimensional
               Upscaling},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HylzTiC5Km},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/MenickK19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/MerelAPTLTHW19,
  author    = {Josh Merel and
               Arun Ahuja and
               Vu Pham and
               Saran Tunyasuvunakool and
               Siqi Liu and
               Dhruva Tirumala and
               Nicolas Heess and
               Greg Wayne},
  title     = {Hierarchical Visuomotor Control of Humanoids},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=BJfYvo09Y7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/MerelAPTLTHW19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/MerelHGAPWTH19,
  author    = {Josh Merel and
               Leonard Hasenclever and
               Alexandre Galashov and
               Arun Ahuja and
               Vu Pham and
               Greg Wayne and
               Yee Whye Teh and
               Nicolas Heess},
  title     = {Neural Probabilistic Motor Primitives for Humanoid Control},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=BJl6TjRcY7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/MerelHGAPWTH19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/MertikopoulosLZ19,
  author    = {Panayotis Mertikopoulos and
               Bruno Lecouat and
               Houssam Zenati and
               Chuan{-}Sheng Foo and
               Vijay Chandrasekhar and
               Georgios Piliouras},
  title     = {Optimistic mirror descent in saddle-point problems: Going the extra
               (gradient) mile},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=Bkg8jjC9KQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/MertikopoulosLZ19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/MetzMCS19,
  author    = {Luke Metz and
               Niru Maheswaranathan and
               Brian Cheung and
               Jascha Sohl{-}Dickstein},
  title     = {Meta-Learning Update Rules for Unsupervised Representation Learning},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HkNDsiC9KQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/MetzMCS19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/MichalenkoSVBCP19,
  author    = {Joshua J. Michalenko and
               Ameesh Shah and
               Abhinav Verma and
               Richard G. Baraniuk and
               Swarat Chaudhuri and
               Ankit B. Patel},
  title     = {Representing Formal Languages: {A} Comparison Between Finite Automata
               and Recurrent Neural Networks},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=H1zeHnA9KX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/MichalenkoSVBCP19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/MiconiRCS19,
  author    = {Thomas Miconi and
               Aditya Rawal and
               Jeff Clune and
               Kenneth O. Stanley},
  title     = {Backpropamine: training self-modifying neural networks with differentiable
               neuromodulated plasticity},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=r1lrAiA5Ym},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/MiconiRCS19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/MillerH19,
  author    = {John Miller and
               Moritz Hardt},
  title     = {Stable Recurrent Models},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=Hygxb2CqKm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/MillerH19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/MoCS19,
  author    = {Sangwoo Mo and
               Minsu Cho and
               Jinwoo Shin},
  title     = {InstaGAN: Instance-aware Image-to-Image Translation},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=ryxwJhC9YX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/MoCS19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/MorWPT19,
  author    = {Noam Mor and
               Lior Wolf and
               Adam Polyak and
               Yaniv Taigman},
  title     = {A Universal Music Translation Network},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HJGkisCcKm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/MorWPT19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/MousaviDB19,
  author    = {Ali Mousavi and
               Gautam Dasarathy and
               Richard G. Baraniuk},
  title     = {A Data-Driven and Distributed Approach to Sparse Signal Representation
               and Recovery},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=B1xVTjCqKQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/MousaviDB19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/MudrakartaSZH19,
  author    = {Pramod Kaushik Mudrakarta and
               Mark Sandler and
               Andrey Zhmoginov and
               Andrew G. Howard},
  title     = {K for the Price of 1: Parameter-efficient Multi-task and Transfer
               Learning},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=BJxvEh0cFQ},
  timestamp = {Tue, 12 Jan 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/iclr/MudrakartaSZH19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/MurphySRR19,
  author    = {Ryan L. Murphy and
               Balasubramaniam Srinivasan and
               Vinayak A. Rao and
               Bruno Ribeiro},
  title     = {Janossy Pooling: Learning Deep Permutation-Invariant Functions for
               Variable-Size Inputs},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=BJluy2RcFm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/MurphySRR19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/NaCLK19,
  author    = {Seil Na and
               Yo Joong Choe and
               Dong{-}Hyun Lee and
               Gunhee Kim},
  title     = {Discovery of Natural Language Concepts in Individual Units of CNNs},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=S1EERs09YQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/NaCLK19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/NachumGLL19,
  author    = {Ofir Nachum and
               Shixiang Gu and
               Honglak Lee and
               Sergey Levine},
  title     = {Near-Optimal Representation Learning for Hierarchical Reinforcement
               Learning},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=H1emus0qF7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/NachumGLL19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/NagabandiCLFALF19,
  author    = {Anusha Nagabandi and
               Ignasi Clavera and
               Simin Liu and
               Ronald S. Fearing and
               Pieter Abbeel and
               Sergey Levine and
               Chelsea Finn},
  title     = {Learning to Adapt in Dynamic, Real-World Environments through Meta-Reinforcement
               Learning},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HyztsoC5Y7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/NagabandiCLFALF19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/NagabandiFL19,
  author    = {Anusha Nagabandi and
               Chelsea Finn and
               Sergey Levine},
  title     = {Deep Online Learning Via Meta-Learning: Continual Adaptation for Model-Based
               {RL}},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HyxAfnA5tm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/NagabandiFL19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/NagarajanK19,
  author    = {Vaishnavh Nagarajan and
               J. Zico Kolter},
  title     = {Deterministic PAC-Bayesian generalization bounds for deep networks
               via generalizing noise-resilience},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=Hygn2o0qKX},
  timestamp = {Fri, 26 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/NagarajanK19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/NalisnickMTGL19,
  author    = {Eric T. Nalisnick and
               Akihiro Matsukawa and
               Yee Whye Teh and
               Dilan G{\"{o}}r{\"{u}}r and
               Balaji Lakshminarayanan},
  title     = {Do Deep Generative Models Know What They Don't Know?},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=H1xwNhCcYm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/NalisnickMTGL19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/NardelliSLKTU19,
  author    = {Nantas Nardelli and
               Gabriel Synnaeve and
               Zeming Lin and
               Pushmeet Kohli and
               Philip H. S. Torr and
               Nicolas Usunier},
  title     = {Value Propagation Networks},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=SJG6G2RqtX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/NardelliSLKTU19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/NassarLBP19,
  author    = {Josue Nassar and
               Scott W. Linderman and
               M{\'{o}}nica F. Bugallo and
               Il Memming Park},
  title     = {Tree-Structured Recurrent Switching Linear Dynamical Systems for Multi-Scale
               Modeling},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HkzRQhR9YX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/NassarLBP19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/NeklyudovMAV19,
  author    = {Kirill Neklyudov and
               Dmitry Molchanov and
               Arsenii Ashukha and
               Dmitry P. Vetrov},
  title     = {Variance Networks: When Expectation Does Not Meet Your Expectations},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=B1GAUs0cKQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/NeklyudovMAV19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/NeyshaburLBLS19,
  author    = {Behnam Neyshabur and
               Zhiyuan Li and
               Srinadh Bhojanapalli and
               Yann LeCun and
               Nathan Srebro},
  title     = {The role of over-parametrization in generalization of neural networks},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=BygfghAcYX},
  timestamp = {Mon, 25 Nov 2019 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/iclr/NeyshaburLBLS19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/NguyenMH19,
  author    = {Quynh Nguyen and
               Mahesh Chandra Mukkamala and
               Matthias Hein},
  title     = {On the loss landscape of a class of deep neural networks with no bad
               local valleys},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HJgXsjA5tQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/NguyenMH19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/NieNP19,
  author    = {Weili Nie and
               Nina Narodytska and
               Ankit Patel},
  title     = {RelGAN: Relational Generative Adversarial Networks for Text Generation},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=rJedV3R5tm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/NieNP19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/NikolovKBK19,
  author    = {Nikolay Nikolov and
               Johannes Kirschner and
               Felix Berkenkamp and
               Andreas Krause},
  title     = {Information-Directed Exploration for Deep Reinforcement Learning},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=Byx83s09Km},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/NikolovKBK19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/NovakXBLYHAPS19,
  author    = {Roman Novak and
               Lechao Xiao and
               Yasaman Bahri and
               Jaehoon Lee and
               Greg Yang and
               Jiri Hron and
               Daniel A. Abolafia and
               Jeffrey Pennington and
               Jascha Sohl{-}Dickstein},
  title     = {Bayesian Deep Convolutional Networks with Many Channels are Gaussian
               Processes},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=B1g30j0qF7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/NovakXBLYHAPS19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/OConnorGW19,
  author    = {Peter O'Connor and
               Efstratios Gavves and
               Max Welling},
  title     = {Initialized Equilibrium Propagation for Backprop-Free Training},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=B1GMDsR5tm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/OConnorGW19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/OhMPRSG19,
  author    = {Seong Joon Oh and
               Kevin P. Murphy and
               Jiyan Pan and
               Joseph Roth and
               Florian Schroff and
               Andrew C. Gallagher},
  title     = {Modeling Uncertainty with Hedged Instance Embeddings},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=r1xQQhAqKX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/OhMPRSG19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/OsaTS19,
  author    = {Takayuki Osa and
               Voot Tangkaratt and
               Masashi Sugiyama},
  title     = {Hierarchical Reinforcement Learning via Advantage-Weighted Information
               Maximization},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=Hyl\_vjC5KQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/OsaTS19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/PajotBG19,
  author    = {Arthur Pajot and
               Emmanuel de B{\'{e}}zenac and
               Patrick Gallinari},
  title     = {Unsupervised Adversarial Image Reconstruction},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=BJg4Z3RqF7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/PajotBG19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/ParcolletRMLTMB19,
  author    = {Titouan Parcollet and
               Mirco Ravanelli and
               Mohamed Morchid and
               Georges Linar{\`{e}}s and
               Chiheb Trabelsi and
               Renato De Mori and
               Yoshua Bengio},
  title     = {Quaternion Recurrent Neural Networks},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=ByMHvs0cFQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/ParcolletRMLTMB19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/PengKTAL19,
  author    = {Xue Bin Peng and
               Angjoo Kanazawa and
               Sam Toyer and
               Pieter Abbeel and
               Sergey Levine},
  title     = {Variational Discriminator Bottleneck: Improving Imitation Learning,
               Inverse RL, and GANs by Constraining Information Flow},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HyxPx3R9tm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/PengKTAL19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/PenkovR19,
  author    = {Svetlin Penkov and
               Subramanian Ramamoorthy},
  title     = {Learning Programmatically Structured Representations with Perceptor
               Gradients},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=SJggZnRcFQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/PenkovR19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/PerezCL19,
  author    = {Guillermo Valle P{\'{e}}rez and
               Chico Q. Camargo and
               Ard A. Louis},
  title     = {Deep learning generalizes because the parameter-function map is biased
               towards simple functions},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=rye4g3AqFm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/PerezCL19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/PerezMB19,
  author    = {Jorge P{\'{e}}rez and
               Javier Marinkovic and
               Pablo Barcel{\'{o}}},
  title     = {On the Turing Completeness of Modern Neural Network Architectures},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HyGBdo0qFm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/PerezMB19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/PfauPABS19,
  author    = {David Pfau and
               Stig Petersen and
               Ashish Agarwal and
               David G. T. Barrett and
               Kimberly L. Stachenfeld},
  title     = {Spectral Inference Networks: Unifying Deep and Spectral Learning},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=SJzqpj09YQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/PfauPABS19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/PfulbG19,
  author    = {Benedikt Pf{\"{u}}lb and
               Alexander Gepperth},
  title     = {A comprehensive, application-oriented study of catastrophic forgetting
               in DNNs},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=BkloRs0qK7},
  timestamp = {Tue, 10 Sep 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/PfulbG19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/PicheTIBP19,
  author    = {Alexandre Pich{\'{e}} and
               Valentin Thomas and
               Cyril Ibrahim and
               Yoshua Bengio and
               Chris Pal},
  title     = {Probabilistic Planning with Sequential Monte Carlo methods},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=ByetGn0cYX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/PicheTIBP19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/PingPC19,
  author    = {Wei Ping and
               Kainan Peng and
               Jitong Chen},
  title     = {ClariNet: Parallel Wave Generation in End-to-End Text-to-Speech},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HklY120cYm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/PingPC19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/PourchotS19,
  author    = {Alo{\"{\i}}s Pourchot and
               Olivier Sigaud},
  title     = {{CEM-RL:} Combining evolutionary and gradient-based methods for policy
               search},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=BkeU5j0ctQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/PourchotS19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/PrantlBT19,
  author    = {Lukas Prantl and
               Boris Bonev and
               Nils Thuerey},
  title     = {Generating Liquid Simulations with Deformation-aware Neural Networks},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HyeGBj09Fm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/PrantlBT19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/PressGBW19,
  author    = {Ori Press and
               Tomer Galanti and
               Sagie Benaim and
               Lior Wolf},
  title     = {Emerging Disentanglement in Auto-Encoder Based Unsupervised Image
               Content Transfer},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=BylE1205Fm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/PressGBW19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/PurushwalkamGKR19,
  author    = {Senthil Purushwalkam and
               Abhinav Gupta and
               Danny M. Kaufman and
               Bryan C. Russell},
  title     = {Bounce and Learn: Modeling Scene Dynamics with Real-World Bounces},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=BJxssoA5KX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/PurushwalkamGKR19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/QianW19,
  author    = {Haifeng Qian and
               Mark N. Wegman},
  title     = {L2-Nonexpansive Neural Networks},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=ByxGSsR9FQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/QianW19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/QinDOBSGUSK19,
  author    = {Chongli Qin and
               Krishnamurthy (Dj) Dvijotham and
               Brendan O'Donoghue and
               Rudy Bunel and
               Robert Stanforth and
               Sven Gowal and
               Jonathan Uesato and
               Grzegorz Swirszcz and
               Pushmeet Kohli},
  title     = {Verification of Non-Linear Specifications for Neural Networks},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HyeFAsRctQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/QinDOBSGUSK19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/QureshiBY19,
  author    = {Ahmed H. Qureshi and
               Byron Boots and
               Michael C. Yip},
  title     = {Adversarial Imitation via Variational Inverse Reinforcement Learning},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HJlmHoR5tQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/QureshiBY19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/RamachandranL19,
  author    = {Prajit Ramachandran and
               Quoc V. Le},
  title     = {Diversity and Depth in Per-Example Routing Models},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=BkxWJnC9tX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/RamachandranL19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/RamalhoG19,
  author    = {Tiago Ramalho and
               Marta Garnelo},
  title     = {Adaptive Posterior Learning: few-shot learning with a surprise-based
               memory module},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=ByeSdsC9Km},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/RamalhoG19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/RambhatlaLH19,
  author    = {Sirisha Rambhatla and
               Xingguo Li and
               Jarvis D. Haupt},
  title     = {{NOODL:} Provable Online Dictionary Learning and Sparse Coding},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HJeu43ActQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/RambhatlaLH19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/RauberUMS19,
  author    = {Paulo Rauber and
               Avinash Ummadisingu and
               Filipe Mutz and
               J{\"{u}}rgen Schmidhuber},
  title     = {Hindsight policy gradients},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=Bkg2viA5FQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/RauberUMS19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/RaviB19,
  author    = {Sachin Ravi and
               Alex Beatson},
  title     = {Amortized Bayesian Meta-Learning},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=rkgpy3C5tX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/RaviB19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/RazaviOPV19,
  author    = {Ali Razavi and
               A{\"{a}}ron van den Oord and
               Ben Poole and
               Oriol Vinyals},
  title     = {Preventing Posterior Collapse with delta-VAEs},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=BJe0Gn0cY7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/RazaviOPV19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/RieckTBMHGB19,
  author    = {Bastian Rieck and
               Matteo Togninalli and
               Christian Bock and
               Michael Moor and
               Max Horn and
               Thomas Gumbsch and
               Karsten M. Borgwardt},
  title     = {Neural Persistence: {A} Complexity Measure for Deep Neural Networks
               Using Algebraic Topology},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=ByxkijC5FQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/RieckTBMHGB19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/RiemerCALRTT19,
  author    = {Matthew Riemer and
               Ignacio Cases and
               Robert Ajemian and
               Miao Liu and
               Irina Rish and
               Yuhai Tu and
               Gerald Tesauro},
  title     = {Learning to Learn without Forgetting by Maximizing Transfer and Minimizing
               Interference},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=B1gTShAct7},
  timestamp = {Thu, 12 Sep 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/RiemerCALRTT19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/RothKF19,
  author    = {Christopher Roth and
               Ingmar Kanitscheider and
               Ila Fiete},
  title     = {Kernel {RNN} Learning (KeRNL)},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=ryGfnoC5KQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/RothKF19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/RothfussLCAA19,
  author    = {Jonas Rothfuss and
               Dennis Lee and
               Ignasi Clavera and
               Tamim Asfour and
               Pieter Abbeel},
  title     = {ProMP: Proximal Meta-Policy Search},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=SkxXCi0qFX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/RothfussLCAA19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/RuhiH19,
  author    = {Navid Azizan Ruhi and
               Babak Hassibi},
  title     = {Stochastic Gradient/Mirror Descent: Minimax Optimality and Implicit
               Regularization},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HJf9ZhC9FX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/RuhiH19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/RuizSC19,
  author    = {Nataniel Ruiz and
               Samuel Schulter and
               Manmohan Chandraker},
  title     = {Learning To Simulate},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HJgkx2Aqt7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/RuizSC19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/RumetshoferHRHK19,
  author    = {Elisabeth Rumetshofer and
               Markus Hofmarcher and
               Clemens R{\"{o}}hrl and
               Sepp Hochreiter and
               G{\"{u}}nter Klambauer},
  title     = {Human-level Protein Localization with Convolutional Neural Networks},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=ryl5khRcKm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/RumetshoferHRHK19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/RungeSFH19,
  author    = {Frederic Runge and
               Danny Stoll and
               Stefan Falkner and
               Frank Hutter},
  title     = {Learning to Design {RNA}},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=ByfyHh05tQ},
  timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/iclr/RungeSFH19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/RusuRSVPOH19,
  author    = {Andrei A. Rusu and
               Dushyant Rao and
               Jakub Sygnowski and
               Oriol Vinyals and
               Razvan Pascanu and
               Simon Osindero and
               Raia Hadsell},
  title     = {Meta-Learning with Latent Embedding Optimization},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=BJgklhAcK7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/RusuRSVPOH19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/RybkinPDDJ19,
  author    = {Oleh Rybkin and
               Karl Pertsch and
               Konstantinos G. Derpanis and
               Kostas Daniilidis and
               Andrew Jaegle},
  title     = {Learning what you can do before doing anything},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=SylPMnR9Ym},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/RybkinPDDJ19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/SablayrollesDSJ19,
  author    = {Alexandre Sablayrolles and
               Matthijs Douze and
               Cordelia Schmid and
               Herv{\'{e}} J{\'{e}}gou},
  title     = {Spreading vectors for similarity search},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=SkGuG2R5tm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/SablayrollesDSJ19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/SabourCN19,
  author    = {Sara Sabour and
               William Chan and
               Mohammad Norouzi},
  title     = {Optimal Completion Distillation for Sequence Learning},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=rkMW1hRqKX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/SabourCN19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/SakrS19,
  author    = {Charbel Sakr and
               Naresh R. Shanbhag},
  title     = {Per-Tensor Fixed-Point Quantization of the Back-Propagation Algorithm},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=rkxaNjA9Ym},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/SakrS19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/SakrWCCASG19,
  author    = {Charbel Sakr and
               Naigang Wang and
               Chia{-}Yu Chen and
               Jungwook Choi and
               Ankur Agrawal and
               Naresh R. Shanbhag and
               Kailash Gopalakrishnan},
  title     = {Accumulation Bit-Width Scaling For Ultra-Low Precision Training Of
               Deep Networks},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=BklMjsRqY7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/SakrWCCASG19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/SasakiYK19,
  author    = {Fumihiro Sasaki and
               Tetsuya Yohira and
               Atsuo Kawaguchi},
  title     = {Sample Efficient Imitation Learning for Continuous Control},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=BkN5UoAqF7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/SasakiYK19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/SavareseM19,
  author    = {Pedro Savarese and
               Michael Maire},
  title     = {Learning Implicitly Recurrent CNNs Through Parameter Sharing},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=rJgYxn09Fm},
  timestamp = {Sun, 07 Jun 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/SavareseM19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/SavinovRVMPLG19,
  author    = {Nikolay Savinov and
               Anton Raichuk and
               Damien Vincent and
               Rapha{\"{e}}l Marinier and
               Marc Pollefeys and
               Timothy P. Lillicrap and
               Sylvain Gelly},
  title     = {Episodic Curiosity through Reachability},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=SkeK3s0qKQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/SavinovRVMPLG19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/SaxtonGHK19,
  author    = {David Saxton and
               Edward Grefenstette and
               Felix Hill and
               Pushmeet Kohli},
  title     = {Analysing Mathematical Reasoning Abilities of Neural Models},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=H1gR5iR5FX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/SaxtonGHK19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/SchneiderBH19,
  author    = {Frank Schneider and
               Lukas Balles and
               Philipp Hennig},
  title     = {DeepOBS: {A} Deep Learning Optimizer Benchmark Suite},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=rJg6ssC5Y7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/SchneiderBH19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/SchottRBB19,
  author    = {Lukas Schott and
               Jonas Rauber and
               Matthias Bethge and
               Wieland Brendel},
  title     = {Towards the first adversarially robust neural network model on {MNIST}},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=S1EHOsC9tX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/SchottRBB19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/SchroeckerVS19,
  author    = {Yannick Schroecker and
               Mel Vecer{\'{\i}}k and
               Jonathan Scholz},
  title     = {Generative predecessor models for sample-efficient imitation learning},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=SkeVsiAcYm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/SchroeckerVS19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/SebagHSSWA19,
  author    = {Alice Schoenauer Sebag and
               Louise Heinrich and
               Marc Schoenauer and
               Mich{\`{e}}le Sebag and
               Lani F. Wu and
               Steven J. Altschuler},
  title     = {Multi-Domain Adversarial Learning},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=Sklv5iRqYX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/SebagHSSWA19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/SeddikTC19,
  author    = {Mohamed El Amine Seddik and
               Mohamed Tamaazousti and
               Romain Couillet},
  title     = {A Kernel Random Matrix-Based Approach for Sparse {PCA}},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=rkgBHoCqYX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/SeddikTC19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/SedghiGL19,
  author    = {Hanie Sedghi and
               Vineet Gupta and
               Philip M. Long},
  title     = {The Singular Values of Convolutional Layers},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=rJevYoA9Fm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/SedghiGL19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/SelsamLBLMD19,
  author    = {Daniel Selsam and
               Matthew Lamm and
               Benedikt B{\"{u}}nz and
               Percy Liang and
               Leonardo de Moura and
               David L. Dill},
  title     = {Learning a {SAT} Solver from Single-Bit Supervision},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HJMC\_iA5tm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/SelsamLBLMD19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/ShafahiHSFG19,
  author    = {Ali Shafahi and
               W. Ronny Huang and
               Christoph Studer and
               Soheil Feizi and
               Tom Goldstein},
  title     = {Are adversarial examples inevitable?},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=r1lWUoA9FQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/ShafahiHSFG19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/ShahKAAD19,
  author    = {Rohin Shah and
               Dmitrii Krasheninnikov and
               Jordan Alexander and
               Pieter Abbeel and
               Anca D. Dragan},
  title     = {Preferences Implicit in the State of the World},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=rkevMnRqYQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/ShahKAAD19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/ShankarS19,
  author    = {Shiv Shankar and
               Sunita Sarawagi},
  title     = {Posterior Attention Models for Sequence to Sequence Learning},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=BkltNhC9FX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/ShankarS19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/SharmaSRK19,
  author    = {Mohit Sharma and
               Arjun Sharma and
               Nicholas Rhinehart and
               Kris M. Kitani},
  title     = {Directed-Info {GAIL:} Learning Hierarchical Policies from Unsegmented
               Demonstrations using Directed Information},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=BJeWUs05KQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/SharmaSRK19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/ShekhovtsovF19,
  author    = {Alexander Shekhovtsov and
               Boris Flach},
  title     = {Feed-forward Propagation in Probabilistic Neural Networks with Categorical
               and Max Layers},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=SkMuPjRcKQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/ShekhovtsovF19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/ShenTSC19,
  author    = {Yikang Shen and
               Shawn Tan and
               Alessandro Sordoni and
               Aaron C. Courville},
  title     = {Ordered Neurons: Integrating Tree Structures into Recurrent Neural
               Networks},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=B1l6qiR5F7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/ShenTSC19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/ShinKGBTSS19,
  author    = {Richard Shin and
               Neel Kant and
               Kavi Gupta and
               Chris Bender and
               Brandon Trabucco and
               Rishabh Singh and
               Dawn Song},
  title     = {Synthetic Datasets for Neural Program Synthesis},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=ryeOSnAqYm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/ShinKGBTSS19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/ShuT19,
  author    = {Tianmin Shu and
               Yuandong Tian},
  title     = {{M3RL:} Mind-aware Multi-agent Management Reinforcement Learning},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=BkzeUiRcY7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/ShuT19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/ShuklaM19,
  author    = {Satya Narayan Shukla and
               Benjamin M. Marlin},
  title     = {Interpolation-Prediction Networks for Irregularly Sampled Time Series},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=r1efr3C9Ym},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/ShuklaM19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/SiYDNS19,
  author    = {Xujie Si and
               Yuan Yang and
               Hanjun Dai and
               Mayur Naik and
               Le Song},
  title     = {Learning a Meta-Solver for Syntax-Guided Program Synthesis},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=Syl8Sn0cK7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/SiYDNS19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/SiarohinSS19,
  author    = {Aliaksandr Siarohin and
               Enver Sangineto and
               Nicu Sebe},
  title     = {Whitening and Coloring Batch Transform for GANs},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=S1x2Fj0qKQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/SiarohinSS19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/SinghGPV19,
  author    = {Gagandeep Singh and
               Timon Gehr and
               Markus P{\"{u}}schel and
               Martin T. Vechev},
  title     = {Boosting Robustness Certification of Neural Networks},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HJgeEh09KQ},
  timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/iclr/SinghGPV19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/SinghJS19,
  author    = {Amanpreet Singh and
               Tushar Jain and
               Sainbayar Sukhbaatar},
  title     = {Learning when to Communicate at Scale in Multiagent Cooperative and
               Competitive Tasks},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=rye7knCqK7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/SinghJS19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/SinghMY19,
  author    = {Chandan Singh and
               W. James Murdoch and
               Bin Yu},
  title     = {Hierarchical interpretations for neural network predictions},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=SkEqro0ctQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/SinghMY19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/SohnSYC19,
  author    = {Kihyuk Sohn and
               Wenling Shang and
               Xiang Yu and
               Manmohan Chandraker},
  title     = {Unsupervised Domain Adaptation for Distance Metric Learning},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=BklhAj09K7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/SohnSYC19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/SongHWH19,
  author    = {Chuanbiao Song and
               Kun He and
               Liwei Wang and
               John E. Hopcroft},
  title     = {Improving the Generalization of Adversarial Training with Domain Adaptation},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=SyfIfnC5Ym},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/SongHWH19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/SrivastavaBB19,
  author    = {Sanjana Srivastava and
               Guy Ben{-}Yosef and
               Xavier Boix},
  title     = {Minimal Images in Deep Neural Networks: Fragile Object Recognition
               in Natural Images},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=S1xNb2A9YX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/SrivastavaBB19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/Stich19,
  author    = {Sebastian U. Stich},
  title     = {Local {SGD} Converges Fast and Communicates Little},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=S1g2JnRcFX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/Stich19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/StockGGJ19,
  author    = {Pierre Stock and
               Benjamin Graham and
               R{\'{e}}mi Gribonval and
               Herv{\'{e}} J{\'{e}}gou},
  title     = {Equi-normalization of Neural Networks},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=r1gEqiC9FX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/StockGGJ19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/SunDNT19,
  author    = {Zhiqing Sun and
               Zhi{-}Hong Deng and
               Jian{-}Yun Nie and
               Jian Tang},
  title     = {RotatE: Knowledge Graph Embedding by Relational Rotation in Complex
               Space},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HkgEQnRqYQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/SunDNT19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/SunKWTM19,
  author    = {Chen Sun and
               Per Karlsson and
               Jiajun Wu and
               Joshua B. Tenenbaum and
               Kevin Murphy},
  title     = {Stochastic Prediction of Multi-Agent Interactions from Partial Observations},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=r1xdH3CcKX},
  timestamp = {Thu, 12 Nov 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/iclr/SunKWTM19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/SunZSG19,
  author    = {Shengyang Sun and
               Guodong Zhang and
               Jiaxin Shi and
               Roger B. Grosse},
  title     = {Functional variational Bayesian Neural Networks},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=rkxacs0qY7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/SunZSG19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/Suzuki19,
  author    = {Taiji Suzuki},
  title     = {Adaptivity of deep ReLU network for learning in Besov and mixed smooth
               Besov spaces: optimal rate and curse of dimensionality},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=H1ebTsActm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/Suzuki19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/SvobodaMMBG19,
  author    = {Jan Svoboda and
               Jonathan Masci and
               Federico Monti and
               Michael M. Bronstein and
               Leonidas J. Guibas},
  title     = {PeerNets: Exploiting Peer Wisdom Against Adversarial Attacks},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=Sk4jFoA9K7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/SvobodaMMBG19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/TacchettiSMZKRG19,
  author    = {Andrea Tacchetti and
               H. Francis Song and
               Pedro A. M. Mediano and
               Vin{\'{\i}}cius Flores Zambaldi and
               J{\'{a}}nos Kram{\'{a}}r and
               Neil C. Rabinowitz and
               Thore Graepel and
               Matthew Botvinick and
               Peter W. Battaglia},
  title     = {Relational Forward Models for Multi-Agent Learning},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=rJlEojAqFm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/TacchettiSMZKRG19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/TanRHQZL19,
  author    = {Xu Tan and
               Yi Ren and
               Di He and
               Tao Qin and
               Zhou Zhao and
               Tie{-}Yan Liu},
  title     = {Multilingual Neural Machine Translation with Knowledge Distillation},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=S1gUsoR9YX},
  timestamp = {Wed, 11 Nov 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/iclr/TanRHQZL19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/TangT19,
  author    = {Chengzhou Tang and
               Ping Tan},
  title     = {BA-Net: Dense Bundle Adjustment Networks},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=B1gabhRcYX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/TangT19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/TenneyXCWPMKDBD19,
  author    = {Ian Tenney and
               Patrick Xia and
               Berlin Chen and
               Alex Wang and
               Adam Poliak and
               R. Thomas McCoy and
               Najoung Kim and
               Benjamin Van Durme and
               Samuel R. Bowman and
               Dipanjan Das and
               Ellie Pavlick},
  title     = {What do you learn from context? Probing for sentence structure in
               contextualized word representations},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=SJzSgnRcKX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/TenneyXCWPMKDBD19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/TesslerMM19,
  author    = {Chen Tessler and
               Daniel J. Mankowitz and
               Shie Mannor},
  title     = {Reward Constrained Policy Optimization},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=SkfrvsA9FX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/TesslerMM19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/Thanh-TungTV19,
  author    = {Hoang Thanh{-}Tung and
               Truyen Tran and
               Svetha Venkatesh},
  title     = {Improving Generalization and Stability of Generative Adversarial Networks},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=ByxPYjC5KQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/Thanh-TungTV19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/TianLSEFTW19,
  author    = {Yonglong Tian and
               Andrew Luo and
               Xingyuan Sun and
               Kevin Ellis and
               William T. Freeman and
               Joshua B. Tenenbaum and
               Jiajun Wu},
  title     = {Learning to Infer and Execute 3D Shape Programs},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=rylNH20qFQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/TianLSEFTW19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/TifreaBG19,
  author    = {Alexandru Tifrea and
               Gary B{\'{e}}cigneul and
               Octavian{-}Eugen Ganea},
  title     = {Poincare Glove: Hyperbolic Word Embeddings},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=Ske5r3AqK7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/TifreaBG19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/TjengXT19,
  author    = {Vincent Tjeng and
               Kai Y. Xiao and
               Russ Tedrake},
  title     = {Evaluating Robustness of Neural Networks with Mixed Integer Programming},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HyGIdiRqtm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/TjengXT19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/TonevaSCTBG19,
  author    = {Mariya Toneva and
               Alessandro Sordoni and
               Remi Tachet des Combes and
               Adam Trischler and
               Yoshua Bengio and
               Geoffrey J. Gordon},
  title     = {An Empirical Study of Example Forgetting during Deep Neural Network
               Learning},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=BJlxm30cKm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/TonevaSCTBG19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/TownsendBB19,
  author    = {James Townsend and
               Thomas Bird and
               David Barber},
  title     = {Practical lossless compression with latent variables using bits back
               coding},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=ryE98iR5tm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/TownsendBB19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/TramerB19,
  author    = {Florian Tram{\`{e}}r and
               Dan Boneh},
  title     = {Slalom: Fast, Verifiable and Private Execution of Neural Networks
               in Trusted Hardware},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=rJVorjCcKQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/TramerB19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/TrivediFBZ19,
  author    = {Rakshit Trivedi and
               Mehrdad Farajtabar and
               Prasenjeet Biswal and
               Hongyuan Zha},
  title     = {DyRep: Learning Representations over Dynamic Graphs},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HyePrhR5KX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/TrivediFBZ19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/TsaiLZMS19,
  author    = {Yao{-}Hung Hubert Tsai and
               Paul Pu Liang and
               Amir Zadeh and
               Louis{-}Philippe Morency and
               Ruslan Salakhutdinov},
  title     = {Learning Factorized Multimodal Representations},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=rygqqsA9KX},
  timestamp = {Fri, 26 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/TsaiLZMS19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/TsiprasSETM19,
  author    = {Dimitris Tsipras and
               Shibani Santurkar and
               Logan Engstrom and
               Alexander Turner and
               Aleksander Madry},
  title     = {Robustness May Be at Odds with Accuracy},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=SyxAb30cY7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/TsiprasSETM19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/TuckerLGM19,
  author    = {George Tucker and
               Dieterich Lawson and
               Shixiang Gu and
               Chris J. Maddison},
  title     = {Doubly Reparameterized Gradient Estimators for Monte Carlo Objectives},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HkG3e205K7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/TuckerLGM19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/UesatoKSERADHK19,
  author    = {Jonathan Uesato and
               Ananya Kumar and
               Csaba Szepesv{\'{a}}ri and
               Tom Erez and
               Avraham Ruderman and
               Keith Anderson and
               Krishnamurthy (Dj) Dvijotham and
               Nicolas Heess and
               Pushmeet Kohli},
  title     = {Rigorous Agent Evaluation: An Adversarial Approach to Uncover Catastrophic
               Failures},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=B1xhQhRcK7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/UesatoKSERADHK19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/ValsesiaFM19,
  author    = {Diego Valsesia and
               Giulia Fracastoro and
               Enrico Magli},
  title     = {Learning Localized Generative Models for 3D Point Clouds via Graph
               Convolution},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=SJeXSo09FQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/ValsesiaFM19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/VasicKMBS19,
  author    = {Marko Vasic and
               Aditya Kanade and
               Petros Maniatis and
               David Bieber and
               Rishabh Singh},
  title     = {Neural Program Repair by Jointly Learning to Localize and Repair},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=ByloJ20qtm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/VasicKMBS19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/VelickovicFHLBH19,
  author    = {Petar Velickovic and
               William Fedus and
               William L. Hamilton and
               Pietro Li{\`{o}} and
               Yoshua Bengio and
               R. Devon Hjelm},
  title     = {Deep Graph Infomax},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=rklz9iAcKQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/VelickovicFHLBH19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/VuongZR19,
  author    = {Quan Ho Vuong and
               Yiming Zhang and
               Keith W. Ross},
  title     = {Supervised Policy Update for Deep Reinforcement Learning},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=SJxTroR9F7},
  timestamp = {Thu, 06 Aug 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/VuongZR19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/WangBB19,
  author    = {Zichao Wang and
               Randall Balestriero and
               Richard G. Baraniuk},
  title     = {A Max-Affine Spline Perspective of Recurrent Neural Networks},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=BJej72AqF7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/WangBB19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/WangHLX19,
  author    = {Haohan Wang and
               Zexue He and
               Zachary C. Lipton and
               Eric P. Xing},
  title     = {Learning Robust Representations by Projecting Superficial Statistics
               Out},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=rJEjjoR9K7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/WangHLX19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/WangJYLLF19,
  author    = {Yunbo Wang and
               Lu Jiang and
               Ming{-}Hsuan Yang and
               Li{-}Jia Li and
               Mingsheng Long and
               Li Fei{-}Fei},
  title     = {Eidetic 3D {LSTM:} {A} Model for Video Prediction and Beyond},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=B1lKS2AqtX},
  timestamp = {Mon, 05 Aug 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/WangJYLLF19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/WangPAN19,
  author    = {Xinyi Wang and
               Hieu Pham and
               Philip Arthur and
               Graham Neubig},
  title     = {Multilingual Neural Machine Translation With Soft Decoupled Encoding},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=Skeke3C5Fm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/WangPAN19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/WangRZZ19,
  author    = {Ziyu Wang and
               Tongzheng Ren and
               Jun Zhu and
               Bo Zhang},
  title     = {Function Space Particle Optimization for Bayesian Neural Networks},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=BkgtDsCcKQ},
  timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/WangRZZ19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/WangSH19,
  author    = {Wei Wang and
               Yuan Sun and
               Saman K. Halgamuge},
  title     = {Improving {MMD-GAN} Training with Repulsive Loss Function},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HygjqjR9Km},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/WangSH19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/WangSMHLB19,
  author    = {Alex Wang and
               Amanpreet Singh and
               Julian Michael and
               Felix Hill and
               Omer Levy and
               Samuel R. Bowman},
  title     = {{GLUE:} {A} Multi-Task Benchmark and Analysis Platform for Natural
               Language Understanding},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=rJ4km2R5t7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/WangSMHLB19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/WangXHTQZL19,
  author    = {Yiren Wang and
               Yingce Xia and
               Tianyu He and
               Fei Tian and
               Tao Qin and
               ChengXiang Zhai and
               Tie{-}Yan Liu},
  title     = {Multi-Agent Dual Learning},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HyGhN2A5tm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/WangXHTQZL19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/WangY19,
  author    = {Huaxia Wang and
               Chun{-}Nam Yu},
  title     = {A Direct Approach to Robust Deep Learning Using Adversarial Networks},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=S1lIMn05F7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/WangY19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/WangZFB19,
  author    = {Tingwu Wang and
               Yuhao Zhou and
               Sanja Fidler and
               Jimmy Ba},
  title     = {Neural Graph Evolution: Towards Efficient Automatic Robot Design},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=BkgWHnR5tm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/WangZFB19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/Warde-FarleyWKI19,
  author    = {David Warde{-}Farley and
               Tom Van de Wiele and
               Tejas D. Kulkarni and
               Catalin Ionescu and
               Steven Hansen and
               Volodymyr Mnih},
  title     = {Unsupervised Control Through Non-Parametric Discriminative Rewards},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=r1eVMnA9K7},
  timestamp = {Tue, 07 Jan 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/iclr/Warde-FarleyWKI19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/WebbRTK19,
  author    = {Stefan Webb and
               Tom Rainforth and
               Yee Whye Teh and
               M. Pawan Kumar},
  title     = {A Statistical Approach to Assessing Neural Network Robustness},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=S1xcx3C5FX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/WebbRTK19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/WenILRS19,
  author    = {Yandong Wen and
               Mahmoud Al Ismail and
               Weiyang Liu and
               Bhiksha Raj and
               Rita Singh},
  title     = {Disjoint Mapping Network for Cross-modal Matching of Voices and Faces},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=B1exrnCcF7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/WenILRS19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/WenYLWP19,
  author    = {Ying Wen and
               Yaodong Yang and
               Rui Luo and
               Jun Wang and
               Wei Pan},
  title     = {Probabilistic Recursive Reasoning for Multi-Agent Reinforcement Learning},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=rkl6As0cF7},
  timestamp = {Wed, 21 Oct 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/WenYLWP19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/WietingK19,
  author    = {John Wieting and
               Douwe Kiela},
  title     = {No Training Required: Exploring Random Encoders for Sentence Classification},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=BkgPajAcY7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/WietingK19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/WolfBG19,
  author    = {Lior Wolf and
               Sagie Benaim and
               Tomer Galanti},
  title     = {Unsupervised Learning of the Set of Local Maxima},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=H1lqZhRcFm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/WolfBG19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/WuFBDA19,
  author    = {Felix Wu and
               Angela Fan and
               Alexei Baevski and
               Yann N. Dauphin and
               Michael Auli},
  title     = {Pay Less Attention with Lightweight and Dynamic Convolutions},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=SkVhlh09tX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/WuFBDA19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/WuNMTHG19,
  author    = {Anqi Wu and
               Sebastian Nowozin and
               Edward Meeds and
               Richard E. Turner and
               Jos{\'{e}} Miguel Hern{\'{a}}ndez{-}Lobato and
               Alexander L. Gaunt},
  title     = {Deterministic Variational Inference for Robust Bayesian Neural Networks},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=B1l08oAct7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/WuNMTHG19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/WuSX19,
  author    = {Chien{-}Sheng Wu and
               Richard Socher and
               Caiming Xiong},
  title     = {Global-to-local Memory Pointer Networks for Task-Oriented Dialogue},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=ryxnHhRqFm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/WuSX19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/WuTN19,
  author    = {Yifan Wu and
               George Tucker and
               Ofir Nachum},
  title     = {The Laplacian in {RL:} Learning Representations with Efficient Approximations},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HJlNpoA5YQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/WuTN19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/XiaWASK19,
  author    = {Victoria Xia and
               Zi Wang and
               Kelsey R. Allen and
               Tom Silver and
               Leslie Pack Kaelbling},
  title     = {Learning sparse relational transition models},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=SJxsV2R5FQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/XiaWASK19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/XiaoCLP19,
  author    = {Will Xiao and
               Honglin Chen and
               Qianli Liao and
               Tomaso A. Poggio},
  title     = {Biologically-Plausible Learning Algorithms Can Scale to Large Datasets},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=SygvZ209F7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/XiaoCLP19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/XiaoTSM19,
  author    = {Kai Y. Xiao and
               Vincent Tjeng and
               Nur Muhammad (Mahi) Shafiullah and
               Aleksander Madry},
  title     = {Training for Faster Adversarial Robustness Verification via Inducing
               ReLU Stability},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=BJfIVjAcKm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/XiaoTSM19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/XieHLLMZL19,
  author    = {Sirui Xie and
               Junning Huang and
               Lanxin Lei and
               Chunxiao Liu and
               Zheng Ma and
               Wei Zhang and
               Liang Lin},
  title     = {NADPEx: An on-policy temporally consistent exploration method for
               deep reinforcement learning},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=rkxciiC9tm},
  timestamp = {Thu, 19 Mar 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/iclr/XieHLLMZL19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/XieLLWZP19,
  author    = {Yuan Xie and
               Boyi Liu and
               Qiang Liu and
               Zhaoran Wang and
               Yuan Zhou and
               Jian Peng},
  title     = {Off-Policy Evaluation and Learning from Logged Bandit Feedback: Error
               Reduction via Surrogate Policy},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HklKui0ct7},
  timestamp = {Sat, 01 Feb 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/iclr/XieLLWZP19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/XieZLL19,
  author    = {Sirui Xie and
               Hehui Zheng and
               Chunxiao Liu and
               Liang Lin},
  title     = {{SNAS:} stochastic neural architecture search},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=rylqooRqK7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/XieZLL19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/XinyiC19,
  author    = {Zhang Xinyi and
               Lihui Chen},
  title     = {Capsule Graph Neural Network},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=Byl8BnRcYm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/XinyiC19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/XuHLJ19,
  author    = {Keyulu Xu and
               Weihua Hu and
               Jure Leskovec and
               Stefanie Jegelka},
  title     = {How Powerful are Graph Neural Networks?},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=ryGs6iA5Km},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/XuHLJ19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/XuLSMFTW19,
  author    = {Zhenjia Xu and
               Zhijian Liu and
               Chen Sun and
               Kevin Murphy and
               William T. Freeman and
               Joshua B. Tenenbaum and
               Jiajun Wu},
  title     = {Unsupervised Discovery of Parts, Structure, and Dynamics},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=rJe10iC5K7},
  timestamp = {Thu, 12 Nov 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/iclr/XuLSMFTW19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/XuLZCZFEWL19,
  author    = {Kaidi Xu and
               Sijia Liu and
               Pu Zhao and
               Pin{-}Yu Chen and
               Huan Zhang and
               Quanfu Fan and
               Deniz Erdogmus and
               Yanzhi Wang and
               Xue Lin},
  title     = {Structured Adversarial Attack: Towards General Implementation and
               Better Interpretability},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=BkgzniCqY7},
  timestamp = {Thu, 03 Dec 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/iclr/XuLZCZFEWL19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/XuSCQC19,
  author    = {Bingbing Xu and
               Huawei Shen and
               Qi Cao and
               Yunqi Qiu and
               Xueqi Cheng},
  title     = {Graph Wavelet Neural Network},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=H1ewdiR5tQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/XuSCQC19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/XuZHLSX19,
  author    = {Haowen Xu and
               Hao Zhang and
               Zhiting Hu and
               Xiaodan Liang and
               Ruslan Salakhutdinov and
               Eric P. Xing},
  title     = {AutoLoss: Learning Discrete Schedule for Alternate Optimization},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=BJgK6iA5KX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/XuZHLSX19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/Yaida19,
  author    = {Sho Yaida},
  title     = {Fluctuation-dissipation relations for stochastic gradient descent},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=SkNksoRctQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/Yaida19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/YamadaWTOSTF19,
  author    = {Makoto Yamada and
               Denny Wu and
               Yao{-}Hung Hubert Tsai and
               Hirofumi Ohta and
               Ruslan Salakhutdinov and
               Ichiro Takeuchi and
               Kenji Fukumizu},
  title     = {Post Selection Inference with Incomplete Maximum Mean Discrepancy
               Estimator},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=BkG5SjR5YQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/YamadaWTOSTF19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/YamaguchiK19,
  author    = {Shoichiro Yamaguchi and
               Masanori Koyama},
  title     = {Distributional Concavity Regularization for GANs},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=SklEEnC5tQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/YamaguchiK19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/YangHJZL19,
  author    = {Dingdong Yang and
               Seunghoon Hong and
               Yunseok Jang and
               Tianchen Zhao and
               Honglak Lee},
  title     = {Diversity-Sensitive Conditional Generative Adversarial Networks},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=rJliMh09F7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/YangHJZL19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/YangLCS19,
  author    = {Zhuolin Yang and
               Bo Li and
               Pin{-}Yu Chen and
               Dawn Song},
  title     = {Characterizing Audio Adversarial Examples Using Temporal Dependency},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=r1g4E3C9t7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/YangLCS19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/YangPRSS19,
  author    = {Greg Yang and
               Jeffrey Pennington and
               Vinay Rao and
               Jascha Sohl{-}Dickstein and
               Samuel S. Schoenholz},
  title     = {A Mean Field Theory of Batch Normalization},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=SyMDXnCcF7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/YangPRSS19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/YangU19,
  author    = {Karren D. Yang and
               Caroline Uhler},
  title     = {Scalable Unbalanced Optimal Transport using Generative Adversarial
               Networks},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HyexAiA5Fm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/YangU19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/YangWFGM19,
  author    = {Wei Yang and
               Xiaolong Wang and
               Ali Farhadi and
               Abhinav Gupta and
               Roozbeh Mottaghi},
  title     = {Visual Semantic Navigation using Scene Priors},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HJeRkh05Km},
  timestamp = {Thu, 22 Oct 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/YangWFGM19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/YangZL19,
  author    = {Haichuan Yang and
               Yuhao Zhu and
               Ji Liu},
  title     = {Energy-Constrained Compression for Deep Neural Networks via Weighted
               Sparse Projection and Layer Input Masking},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=BylBr3C9K7},
  timestamp = {Fri, 26 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/YangZL19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/YaziciFWYPC19,
  author    = {Yasin Yazici and
               Chuan{-}Sheng Foo and
               Stefan Winkler and
               Kim{-}Hui Yap and
               Georgios Piliouras and
               Vijay Chandrasekhar},
  title     = {The Unusual Effectiveness of Averaging in {GAN} Training},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=SJgw\_sRqFQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/YaziciFWYPC19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/YehCYY19,
  author    = {Chih{-}Kuan Yeh and
               Jianshu Chen and
               Chengzhu Yu and
               Dong Yu},
  title     = {Unsupervised Speech Recognition via Segmental Empirical Output Distribution
               Matching},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=Bylmkh05KX},
  timestamp = {Thu, 02 Jan 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/iclr/YehCYY19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/YinLZOQX19,
  author    = {Penghang Yin and
               Jiancheng Lyu and
               Shuai Zhang and
               Stanley J. Osher and
               Yingyong Qi and
               Jack Xin},
  title     = {Understanding Straight-Through Estimator in Training Activation Quantized
               Neural Nets},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=Skh4jRcKQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/YinLZOQX19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/YinNABG19,
  author    = {Pengcheng Yin and
               Graham Neubig and
               Miltiadis Allamanis and
               Marc Brockschmidt and
               Alexander L. Gaunt},
  title     = {Learning to Represent Edits},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=BJl6AjC5F7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/YinNABG19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/YinZ19,
  author    = {Mingzhang Yin and
               Mingyuan Zhou},
  title     = {{ARM:} Augment-REINFORCE-Merge Gradient for Stochastic Binary Networks},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=S1lg0jAcYm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/YinZ19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/YoonJS19,
  author    = {Jinsung Yoon and
               James Jordon and
               Mihaela van der Schaar},
  title     = {{INVASE:} Instance-wise Variable Selection using Neural Networks},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=BJg\_roAcK7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/YoonJS19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/YuLT19,
  author    = {Wenhao Yu and
               C. Karen Liu and
               Greg Turk},
  title     = {Policy Transfer with Strategy Optimization},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=H1g6osRcFQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/YuLT19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/YuYXYH19,
  author    = {Jiahui Yu and
               Linjie Yang and
               Ning Xu and
               Jianchao Yang and
               Thomas S. Huang},
  title     = {Slimmable Neural Networks},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=H1gMCsAqY7},
  timestamp = {Mon, 09 Dec 2019 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/iclr/YuYXYH19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/YuanLSTY19,
  author    = {Yuan Yuan and
               Yueming Lyu and
               Xi Shen and
               Ivor W. Tsang and
               Dit{-}Yan Yeung},
  title     = {Marginalized Average Attentional Network for Weakly-Supervised Learning},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HkljioCcFQ},
  timestamp = {Tue, 08 Sep 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/YuanLSTY19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/YunSJ19,
  author    = {Chulhee Yun and
               Suvrit Sra and
               Ali Jadbabaie},
  title     = {Efficiently testing local optimality and escaping saddles for ReLU
               networks},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HylTXn0qYX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/YunSJ19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/YunSJ19a,
  author    = {Chulhee Yun and
               Suvrit Sra and
               Ali Jadbabaie},
  title     = {Small nonlinearities in activation functions create bad local minima
               in neural networks},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=rke\_YiRct7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/YunSJ19a.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/ZambaldiRSBLBTR19,
  author    = {Vin{\'{\i}}cius Flores Zambaldi and
               David Raposo and
               Adam Santoro and
               Victor Bapst and
               Yujia Li and
               Igor Babuschkin and
               Karl Tuyls and
               David P. Reichert and
               Timothy P. Lillicrap and
               Edward Lockhart and
               Murray Shanahan and
               Victoria Langston and
               Razvan Pascanu and
               Matthew Botvinick and
               Oriol Vinyals and
               Peter W. Battaglia},
  title     = {Deep reinforcement learning with relational inductive biases},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HkxaFoC9KQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/ZambaldiRSBLBTR19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/ZhanZYSL19,
  author    = {Eric Zhan and
               Stephan Zheng and
               Yisong Yue and
               Long Sha and
               Patrick Lucey},
  title     = {Generating Multi-Agent Trajectories using Programmatic Weak Supervision},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=rkxw-hAcFQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/ZhanZYSL19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/ZhangCSBDH19,
  author    = {Huan Zhang and
               Hongge Chen and
               Zhao Song and
               Duane S. Boning and
               Inderjit S. Dhillon and
               Cho{-}Jui Hsieh},
  title     = {The Limitations of Adversarial Training and the Blind-Spot Attack},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HylTBhA5tQ},
  timestamp = {Wed, 02 Dec 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/iclr/ZhangCSBDH19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/ZhangDM19,
  author    = {Hongyi Zhang and
               Yann N. Dauphin and
               Tengyu Ma},
  title     = {Fixup Initialization: Residual Learning Without Normalization},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=H1gsz30cKX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/ZhangDM19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/ZhangE19,
  author    = {Xiao Zhang and
               David Evans},
  title     = {Cost-Sensitive Robustness against Adversarial Examples},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=BygANhA9tQ},
  timestamp = {Thu, 22 Oct 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/ZhangE19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/ZhangFDG19,
  author    = {Yang Zhang and
               Hassan Foroosh and
               Philip David and
               Boqing Gong},
  title     = {{CAMOU:} Learning Physical Vehicle Camouflages to Adversarially Attack
               Detectors in the Wild},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=SJgEl3A5tm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/ZhangFDG19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/ZhangHP19,
  author    = {Yan Zhang and
               Jonathon S. Hare and
               Adam Pr{\"{u}}gel{-}Bennett},
  title     = {Learning Representations of Sets through Optimized Permutations},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HJMCcjAcYX},
  timestamp = {Tue, 13 Oct 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/ZhangHP19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/ZhangLLD19,
  author    = {Xiaoshuai Zhang and
               Yiping Lu and
               Jiaying Liu and
               Bin Dong},
  title     = {Dynamically Unfolding Recurrent Restorer: {A} Moving Endpoint Control
               Method for Image Restoration},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=SJfZKiC5FX},
  timestamp = {Wed, 20 Nov 2019 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/iclr/ZhangLLD19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/ZhangLLZF19,
  author    = {Yulun Zhang and
               Kunpeng Li and
               Kai Li and
               Bineng Zhong and
               Yun Fu},
  title     = {Residual Non-local Attention Networks for Image Restoration},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HkeGhoA5FX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/ZhangLLZF19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/ZhangM19,
  author    = {Cheng Zhang and
               Frederick A. Matsen IV},
  title     = {Variational Bayesian Phylogenetic Inference},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=SJVmjjR9FX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/ZhangM19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/ZhangPL19,
  author    = {Rui Zhang and
               Tomas Pfister and
               Jia Li},
  title     = {Harmonic Unpaired Image-to-image Translation},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=S1M6Z2Cctm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/ZhangPL19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/ZhangRU19,
  author    = {Chris Zhang and
               Mengye Ren and
               Raquel Urtasun},
  title     = {Graph HyperNetworks for Neural Architecture Search},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=rkgW0oA9FX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/ZhangRU19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/ZhangWXG19,
  author    = {Guodong Zhang and
               Chaoqi Wang and
               Bowen Xu and
               Roger B. Grosse},
  title     = {Three Mechanisms of Weight Decay Regularization},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=B1lz-3Rct7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/ZhangWXG19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/ZhangZ19,
  author    = {Huan Zhang and
               Hai Zhao},
  title     = {Minimum Divergence vs. Maximum Margin: an Empirical Comparison on
               Seq2Seq Models},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=H1xD9sR5Fm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/ZhangZ19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/ZhelezniakSSMFH19,
  author    = {Vitalii Zhelezniak and
               Aleksandar Savkov and
               April Shen and
               Francesco Moramarco and
               Jack Flann and
               Nils Y. Hammerla},
  title     = {Don't Settle for Average, Go for the Max: Fuzzy Sets and Max-Pooled
               Word Vectors},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=SkxXg2C5FX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/ZhelezniakSSMFH19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/ZhengJH19,
  author    = {Ningyuan Zheng and
               Yifan Jiang and
               Dingjiang Huang},
  title     = {StrokeNet: {A} Neural Painting Environment},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HJxwDiActX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/ZhengJH19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/ZhengPBH19,
  author    = {Charles Y. Zheng and
               Francisco Pereira and
               Chris I. Baker and
               Martin N. Hebart},
  title     = {Revealing interpretable object representations from human behavior},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=ryxSrhC9KX},
  timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/iclr/ZhengPBH19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/ZhongSLYW19,
  author    = {Fangwei Zhong and
               Peng Sun and
               Wenhan Luo and
               Tingyun Yan and
               Yizhou Wang},
  title     = {{AD-VAT:} An Asymmetric Dueling mechanism for learning Visual Active
               Tracking},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HkgYmhR9KX},
  timestamp = {Mon, 02 Nov 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/iclr/ZhongSLYW19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/ZhongXKS19,
  author    = {Victor Zhong and
               Caiming Xiong and
               Nitish Shirish Keskar and
               Richard Socher},
  title     = {Coarse-grain Fine-grain Coattention Network for Multi-evidence Question
               Answering},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=Syl7OsRqY7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/ZhongXKS19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/ZhouK19,
  author    = {Brady Zhou and
               Philipp Kr{\"{a}}henb{\"{u}}hl},
  title     = {Don't let your Discriminator be fooled},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HJE6X305Fm},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/ZhouK19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/ZhouPG19,
  author    = {Wenxuan Zhou and
               Lerrel Pinto and
               Abhinav Gupta},
  title     = {Environment Probing Interaction Policies},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=ryl8-3AcFX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/ZhouPG19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/ZhouVAAO19,
  author    = {Wenda Zhou and
               Victor Veitch and
               Morgane Austern and
               Ryan P. Adams and
               Peter Orbanz},
  title     = {Non-vacuous Generalization Bounds at the ImageNet Scale: a PAC-Bayesian
               Compression Approach},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=BJgqqsAct7},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/ZhouVAAO19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/ZhouYZLT19,
  author    = {Yi Zhou and
               Junjie Yang and
               Huishuai Zhang and
               Yingbin Liang and
               Vahid Tarokh},
  title     = {{SGD} Converges to Global Minimum in Deep Learning via Star-convex
               Path},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=BylIciRcYQ},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/ZhouYZLT19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/ZhouZLWZY19,
  author    = {Zhiming Zhou and
               Qingru Zhang and
               Guansong Lu and
               Hongwei Wang and
               Weinan Zhang and
               Yong Yu},
  title     = {AdaShift: Decorrelation and Convergence of Adaptive Learning Rate
               Methods},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=HkgTkhRcKQ},
  timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/ZhouZLWZY19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iclr/ZugnerG19,
  author    = {Daniel Z{\"{u}}gner and
               Stephan G{\"{u}}nnemann},
  title     = {Adversarial Attacks on Graph Neural Networks via Meta Learning},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=Bylnx209YX},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/ZugnerG19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@proceedings{DBLP:conf/iclr/2019,
  title     = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/group?id=ICLR.cc/2019/Conference},
  timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/2019.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

